Jun Wang

Ying Wen

Proceedings of the Forty-first International Conference on Machine Learning, 2024

DS-Agent: Automated Data Science by Empowering Large Language Models with Case-Based Reasoning.

[BibT_eX]

[DOI]

Proceedings of the Forty-first International Conference on Machine Learning, 2024

RACon: Retrieval-Augmented Simulated Character Locomotion Control.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Multimedia and Expo, 2024

Boosting Studies of Multi-Agent Reinforcement Learning on Google Research Football Environment: The Past, Present, and Future.

[BibT_eX]

[DOI]

Proceedings of the 23rd International Conference on Autonomous Agents and Multiagent Systems, 2024

TaxAI: A Dynamic Economic Simulator and Benchmark for Multi-agent Reinforcement Learning.

[BibT_eX]

[DOI]

Proceedings of the 23rd International Conference on Autonomous Agents and Multiagent Systems, 2024

A Summary of Online Markov Decision Processes with Non-oblivious Strategic Adversary.

[BibT_eX]

[DOI]

Proceedings of the 23rd International Conference on Autonomous Agents and Multiagent Systems, 2024

Human-Guided Moral Decision Making in Text-Based Games.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

Large Language Models Are Neurosymbolic Reasoners.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

Large sequence models for sequential decision-making: a survey.

[BibT_eX]

[DOI]

Frontiers Comput. Sci., December, 2023

Debiased Recommendation with User Feature Balancing.

[BibT_eX]

[DOI]

ACM Trans. Inf. Syst., October, 2023

6G Network AI Architecture for Everyone-Centric Customized Services.

[BibT_eX]

[DOI]

IEEE Netw., September, 2023

GEO: A Computational Design Framework for Automotive Exterior Facelift.

[BibT_eX]

[DOI]

ACM Trans. Knowl. Discov. Data, July, 2023

Online Markov decision processes with non-oblivious strategic adversary.

[BibT_eX]

[DOI]

Auton. Agents Multi Agent Syst., June, 2023

Offline Pre-trained Multi-agent Decision Transformer.

[BibT_eX]

[DOI]

Mach. Intell. Res., April, 2023

JiangJun: Mastering Xiangqi by Tackling Non-Transitivity in Two-Player Zero-Sum Games.

[BibT_eX]

[DOI]

Trans. Mach. Learn. Res., 2023

A Comparison of Topologically Associating Domain Callers Based on Hi-C Data.

[BibT_eX]

[DOI]

IEEE ACM Trans. Comput. Biol. Bioinform., 2023

MALib: A Parallel Framework for Population-based Multi-agent Reinforcement Learning.

[BibT_eX]

[DOI]

J. Mach. Learn. Res., 2023

Pangu-Agent: A Fine-Tunable Generalist Agent with Structured Reasoning.

[BibT_eX]

[DOI]

CoRR, 2023

Large Language Models Play StarCraft II: Benchmarks and A Chain of Summarization Approach.

[BibT_eX]

[DOI]

CoRR, 2023

Ask more, know better: Reinforce-Learned Prompt Questions for Decision Making with Large Language Models.

[BibT_eX]

[DOI]

CoRR, 2023

Why Can Large Language Models Generate Correct Chain-of-Thoughts?

[BibT_eX]

[DOI]

CoRR, 2023

Alphazero-like Tree-Search can Guide Large Language Model Decoding and Training.

[BibT_eX]

[DOI]

CoRR, 2023

Invariant Learning via Probability of Sufficient and Necessary Causes.

[BibT_eX]

[DOI]

CoRR, 2023

GRD: A Generative Approach for Interpretable Reward Redistribution in Reinforcement Learning.

[BibT_eX]

[DOI]

CoRR, 2023

MANSA: Learning Fast and Slow in Multi-Agent Systems.

[BibT_eX]

[DOI]

CoRR, 2023

Minimizing Age of Information for Mobile Edge Computing Systems: A Nested Index Approach.

[BibT_eX]

[DOI]

Proceedings of the 21st International Symposium on Modeling and Optimization in Mobile, 2023

Rectifying Unfairness in Recommendation Feedback Loop.

[BibT_eX]

[DOI]

Mengyue Yang

Jean-Francois Ton

Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2023

Invariant Learning via Probability of Sufficient and Necessary Causes.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

An Efficient End-to-End Training Approach for Zero-Shot Human-AI Coordination.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Lending Interaction Wings to Recommender Systems with Conversational Agents.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

ChessGPT: Bridging Policy Learning and Language Modeling.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Interpretable Reward Redistribution in Reinforcement Learning: A Causal Approach.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Online PCA in Converging Self-consistent Field Equations.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Specify Robust Causal Representation from Mixed Observations.

[BibT_eX]

[DOI]

Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2023

Multi-embodiment Legged Robot Control as a Sequence Modeling Problem.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Robotics and Automation, 2023

Sim-to-Real Transfer for Quadrupedal Locomotion via Terrain Transformer.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Robotics and Automation, 2023

Reinforcement Learning for Safe Robot Control using Control Lyapunov Barrier Functions.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Robotics and Automation, 2023

GEAR: A GPU-Centric Experience Replay System for Large Reinforcement Learning Models.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Machine Learning, 2023

A Game-Theoretic Framework for Managing Risk in Multi-Agent Systems.

[BibT_eX]

[DOI]

Oliver Slumbers

David Henry Mguni

Stefano B. Blumberg

Proceedings of the International Conference on Machine Learning, 2023

MANSA: Learning Fast and Slow in Multi-Agent Systems.

[BibT_eX]

[DOI]

Feifei Tong

Proceedings of the International Conference on Machine Learning, 2023

Order Matters: Agent-by-agent Policy Optimization.

[BibT_eX]

[DOI]

Proceedings of the Eleventh International Conference on Learning Representations, 2023

Timing is Everything: Learning to Act Selectively with Costly Actions and Budgetary Constraints.

[BibT_eX]

[DOI]

Proceedings of the Eleventh International Conference on Learning Representations, 2023

Enhanced Discrete Multi-modal Hashing: More Constraints yet Less Time to Learn (Extended Abstract).

[BibT_eX]

[DOI]

Proceedings of the 39th IEEE International Conference on Data Engineering, 2023

PPO-Based Energy-Efficient Power Control and Spectrum Allocation in In-Vehicle HetNets.

[BibT_eX]

[DOI]

Proceedings of the IEEE Global Communications Conference, 2023

How Do Large Language Models Capture the Ever-changing World Knowledge? A Review of Recent Advances.

[BibT_eX]

[DOI]

Zihan Zhang

Meng Fang

Ling Chen

Mohammad-Reza Namazi-Rad

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

Replace Scoring with Arrangement: A Contextual Set-to-Arrangement Framework for Learning-to-Rank.

[BibT_eX]

[DOI]

Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, 2023

PECAN: Leveraging Policy Ensemble for Context-Aware Zero-Shot Human-AI Coordination.

[BibT_eX]

[DOI]

Proceedings of the 2023 International Conference on Autonomous Agents and Multiagent Systems, 2023

Is Nash Equilibrium Approximator Learnable?

[BibT_eX]

[DOI]

Proceedings of the 2023 International Conference on Autonomous Agents and Multiagent Systems, 2023

Learning to Shape Rewards Using a Game of Two Partners.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022

Multi-Agent Feedback Enabled Neural Networks for Intelligent Communications.

[BibT_eX]

[DOI]

IEEE Trans. Wirel. Commun., 2022

Beyond Relevance Ranking: A General Graph Matching Framework for Utility-Oriented Learning to Rank.

[BibT_eX]

[DOI]

ACM Trans. Inf. Syst., 2022

Online Double Oracle.

[BibT_eX]

[DOI]

Le Cong Dinh

Trans. Mach. Learn. Res., 2022

AutoHash: Learning Higher-Order Feature Interactions for Deep CTR Prediction.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2022

Enhanced Discrete Multi-Modal Hashing: More Constraints Yet Less Time to Learn.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2022

Learning to select cuts for efficient mixed-integer programming.

[BibT_eX]

[DOI]

Pattern Recognit., 2022

CSCD2: an integrated interactional database of cancer-specific circular RNAs.

[BibT_eX]

[DOI]

Nucleic Acids Res., 2022

SAMBA: safe model-based & active reinforcement learning.

[BibT_eX]

[DOI]

Daniel Palenicek

Vincent Moens

Mohammed Amin Abdullah

Aivar Sootla

Haitham Bou-Ammar

Mach. Learn., 2022

HEBO: An Empirical Study of Assumptions in Bayesian Optimisation.

[BibT_eX]

[DOI]

Alexandre Max Maraval

J. Artif. Intell. Res., 2022

A bias-variance evaluation framework for information retrieval systems.

[BibT_eX]

[DOI]

Inf. Process. Manag., 2022

On Realization of Intelligent Decision-Making in the Real World: A Foundation Decision Model Perspective.

[BibT_eX]

[DOI]

CoRR, 2022

Contextual Transformer for Offline Meta Reinforcement Learning.

[BibT_eX]

[DOI]

CoRR, 2022

Structured Q-learning For Antibody Design.

[BibT_eX]

[DOI]

CoRR, 2022

Joint Caching and Transmission in the Mobile Edge Network: A Multi-Agent Learning Approach.

[BibT_eX]

[DOI]

CoRR, 2022

Semi-Centralised Multi-Agent Reinforcement Learning with Policy-Embedded Training.

[BibT_eX]

[DOI]

Taher Jafferjee

Juliusz Krysztof Ziomek

CoRR, 2022

Heterogeneous-Agent Mirror Learning: A Continuum of Solutions to Cooperative MARL.

[BibT_eX]

[DOI]

CoRR, 2022

Fully Decentralized Model-based Policy Optimization for Networked Systems.

[BibT_eX]

[DOI]

CoRR, 2022

Learning Risk-Averse Equilibria in Multi-Agent Systems.

[BibT_eX]

[DOI]

CoRR, 2022

SEREN: Knowing When to Explore and When to Exploit.

[BibT_eX]

[DOI]

CoRR, 2022

Sample-Efficient Optimisation with Probabilistic Transformer Surrogates.

[BibT_eX]

[DOI]

CoRR, 2022

A Review of Safe Reinforcement Learning: Methods, Theory and Applications.

[BibT_eX]

[DOI]

CoRR, 2022

BI-GreenNet: Learning Green's functions by boundary integral network.

[BibT_eX]

[DOI]

CoRR, 2022

Generalizable Information Theoretic Causal Representation.

[BibT_eX]

[DOI]

CoRR, 2022

AD-NEGF: An End-to-End Differentiable Quantum Transport Simulator for Sensitivity Analysis and Inverse Problems.

[BibT_eX]

[DOI]

CoRR, 2022

Settling the Communication Complexity for Distributed Offline Reinforcement Learning.

[BibT_eX]

[DOI]

Juliusz Krysztof Ziomek

CoRR, 2022

Self-consistent Gradient-like Eigen Decomposition in Solving Schrödinger Equations.

[BibT_eX]

[DOI]

CoRR, 2022

AntBO: Towards Real-World Automated Antibody Design with Combinatorial Bayesian Optimisation.

[BibT_eX]

[DOI]

Mohammad Asif Khan

CoRR, 2022

Debiased Recommendation with User Feature Balancing.

[BibT_eX]

[DOI]

CoRR, 2022

Bilevel learning for large-scale flexible flow shop scheduling.

[BibT_eX]

[DOI]

Comput. Ind. Eng., 2022

AlzCode: a platform for multiview analysis of genes related to Alzheimer's disease.

[BibT_eX]

[DOI]

Bioinform., 2022

An integrated brain-specific network identifies genes associated with neuropathologic and clinical traits of Alzheimer's disease.

[BibT_eX]

[DOI]

Briefings Bioinform., 2022

circRIP: an accurate tool for identifying circRNA-RBP interactions.

[BibT_eX]

[DOI]

Briefings Bioinform., 2022

Measuring the Non-Transitivity in Chess.

[BibT_eX]

[DOI]

Ricky Sanjaya

Algorithms, 2022

Inhomogeneous deep Q-network for time sensitive applications.

[BibT_eX]

[DOI]

Xu Chen

Artif. Intell., 2022

Masked Gradient-Based Causal Structure Learning.

[BibT_eX]

[DOI]

Proceedings of the 2022 SIAM International Conference on Data Mining, 2022

Branch Ranking for Efficient Mixed-Integer Programming via Offline Ranking-Based Policy Learning.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2022

Multi-Agent Reinforcement Learning is a Sequence Modeling Problem.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Enhancing Safe Exploration Using Safety State Augmentation.

[BibT_eX]

[DOI]

Aivar Sootla

Haitham Bou-Ammar

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

M2N: Mesh Movement Networks for PDE Solvers.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Optimistic Tree Searches for Combinatorial Black-Box Optimization.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Multiagent Q-learning with Sub-Team Coordination.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

A Theoretical Understanding of Gradient Bias in Meta-Reinforcement Learning.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Scalable Model-based Policy Optimization for Decentralized Networked Systems.

[BibT_eX]

[DOI]

Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2022

On the Convergence of Fictitious Play: A Decomposition Approach.

[BibT_eX]

[DOI]

Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022

Promoting Quality and Diversity in Population-based Reinforcement Learning via Hierarchical Trajectory Space Exploration.

[BibT_eX]

[DOI]

Proceedings of the 2022 International Conference on Robotics and Automation, 2022

Saute RL: Almost Surely Safe Reinforcement Learning Using State Augmentation.

[BibT_eX]

[DOI]

Aivar Sootla

Proceedings of the International Conference on Machine Learning, 2022

Plan Your Target and Learn Your Skills: Transferable State-Only Imitation Learning via Decoupled Policy Optimization.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Machine Learning, 2022

Learning State Representations via Retracing in Reinforcement Learning.

[BibT_eX]

[DOI]

Proceedings of the Tenth International Conference on Learning Representations, 2022

Reinforcement Learning in Presence of Discrete Markovian Context Evolution.

[BibT_eX]

[DOI]

Proceedings of the Tenth International Conference on Learning Representations, 2022

LIGS: Learnable Intrinsic-Reward Generation Selection for Multi-Agent Learning.

[BibT_eX]

[DOI]

Proceedings of the Tenth International Conference on Learning Representations, 2022

Trust Region Policy Optimisation in Multi-Agent Reinforcement Learning.

[BibT_eX]

[DOI]

Proceedings of the Tenth International Conference on Learning Representations, 2022

LPCSE: Neural Speech Enhancement through Linear Predictive Coding.

[BibT_eX]

[DOI]

Proceedings of the IEEE Global Communications Conference, 2022

BOiLS: Bayesian Optimisation for Logic Synthesis.

[BibT_eX]

[DOI]

Proceedings of the 2022 Design, Automation & Test in Europe Conference & Exhibition, 2022

A Game-Theoretic Approach to Multi-agent Trust Region Optimization.

[BibT_eX]

[DOI]

Proceedings of the Distributed Artificial Intelligence - 4th International Conference, 2022

GCS: Graph-Based Coordination Strategy for Multi-Agent Reinforcement Learning.

[BibT_eX]

[DOI]

Proceedings of the 21st International Conference on Autonomous Agents and Multiagent Systems, 2022

Multiagent Q-learning with Sub-Team Coordination.

[BibT_eX]

[DOI]

Proceedings of the 21st International Conference on Autonomous Agents and Multiagent Systems, 2022

Cross-Utterance Conditioned VAE for Non-Autoregressive Text-to-Speech.

[BibT_eX]

[DOI]

Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2022

Learning to Identify Top Elo Ratings: A Dueling Bandits Approach.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021

HeRA: an atlas of enhancer RNAs across human tissues.

[BibT_eX]

[DOI]

Nucleic Acids Res., 2021

Are We Forgetting about Compositional Optimisers in Bayesian Optimisation?

[BibT_eX]

[DOI]

Antoine Grosnit

J. Mach. Learn. Res., 2021

On the Complexity of Computing Markov Perfect Equilibrium in General-Sum Stochastic Games.

[BibT_eX]

[DOI]

Electron. Colloquium Comput. Complex., 2021

Settling the Bias and Variance of Meta-Gradient Estimation for Meta-Reinforcement Learning.

[BibT_eX]

[DOI]

CoRR, 2021

Offline Pre-trained Multi-Agent Decision Transformer: One Big Sequence Model Tackles All SMAC Tasks.

[BibT_eX]

[DOI]

CoRR, 2021

A Game-Theoretic Approach for Improving Generalization Ability of TSP Solvers.

[BibT_eX]

[DOI]

CoRR, 2021

DESTA: A Framework for Safe Reinforcement Learning with Markov Games of Intervention.

[BibT_eX]

[DOI]

CoRR, 2021

Multi-Agent Constrained Policy Optimisation.

[BibT_eX]

[DOI]

CoRR, 2021

BINet: Learning to Solve Partial Differential Equations with Boundary Integral Networks.

[BibT_eX]

[DOI]

CoRR, 2021

Revisiting the Characteristics of Stochastic Gradient Noise and Dynamics.

[BibT_eX]

[DOI]

CoRR, 2021

Learning to Compute Approximate Nash Equilibrium for Normal-form Games.

[BibT_eX]

[DOI]

CoRR, 2021

Implicit Variational Conditional Sampling with Normalizing Flows.

[BibT_eX]

[DOI]

CoRR, 2021

MALib: A Parallel Framework for Population-based Multi-agent Reinforcement Learning.

[BibT_eX]

[DOI]

CoRR, 2021

High-Dimensional Bayesian Optimisation with Variational Autoencoders and Deep Metric Learning.

[BibT_eX]

[DOI]

Antoine Grosnit

Rasul Tutunov

Alexandre Max Maraval

Ryan-Rhys Griffiths

CoRR, 2021

Discovering Multi-Agent Auto-Curricula in Two-Player Zero-Sum Games.

[BibT_eX]

[DOI]

CoRR, 2021

Learning to Shape Rewards using a Game of Switching Controls.

[BibT_eX]

[DOI]

CoRR, 2021

Modelling Behavioural Diversity for Learning in Open-Ended Games.

[BibT_eX]

[DOI]

CoRR, 2021

Online Double Oracle.

[BibT_eX]

[DOI]

CoRR, 2021

Efficient Semi-Implicit Variational Inference.

[BibT_eX]

[DOI]

CoRR, 2021

Reinforcement learning control of constrained dynamic systems with uniformly ultimate boundedness stability guarantee.

[BibT_eX]

[DOI]

Autom., 2021

An Adversarial Imitation Click Model for Information Retrieval.

[BibT_eX]

[DOI]

Proceedings of the WWW '21: The Web Conference 2021, 2021

Reinforcement Recommendation with User Multi-aspect Preference.

[BibT_eX]

[DOI]

Proceedings of the WWW '21: The Web Conference 2021, 2021

Settling the Variance of Multi-Agent Policy Gradients.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Neural Auto-Curricula in Two-Player Zero-Sum Games.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Ordering-Based Causal Discovery with Reinforcement Learning.

[BibT_eX]

[DOI]

Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, 2021

Modelling Behavioural Diversity for Learning in Open-Ended Games.

[BibT_eX]

[DOI]

Proceedings of the 38th International Conference on Machine Learning, 2021

Learning in Nonzero-Sum Stochastic Games with Potentials.

[BibT_eX]

[DOI]

Proceedings of the 38th International Conference on Machine Learning, 2021

Estimating α-Rank from A Few Entries with Low Rank Matrix Completion.

[BibT_eX]

[DOI]

Proceedings of the 38th International Conference on Machine Learning, 2021

Retrospective Thinking based Multi-Agent System for Wireless Video Transmissions.

[BibT_eX]

[DOI]

Proceedings of the ICC 2021, 2021

Joint Caching and Transmission in the Mobile Edge Network: An Multi-Agent Learning Approach.

[BibT_eX]

[DOI]

Proceedings of the IEEE Global Communications Conference, 2021

MAFENN: Multi-Agent Feedback Enabled Neural Network for Wireless Channel Equalization.

[BibT_eX]

[DOI]

Proceedings of the IEEE Global Communications Conference, 2021

Deep Reinforcement Learning for Resource Allocation in Massive MIMO.

[BibT_eX]

[DOI]

Proceedings of the 29th European Signal Processing Conference, 2021

Adaptive Multi-objective Reinforcement Learning for Pareto Frontier Approximation: A Case Study of Resource Allocation Network in Massive MIMO.

[BibT_eX]

[DOI]

Proceedings of the 29th European Signal Processing Conference, 2021

CausalVAE: Disentangled Representation Learning via Neural Structural Causal Models.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

Top-N Recommendation with Counterfactual User Preference Simulation.

[BibT_eX]

[DOI]

Proceedings of the CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1, 2021

Grassland: A Rapid Algebraic Modeling System for Million-variable Optimization.

[BibT_eX]

[DOI]

Proceedings of the CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1, 2021

CMML: Contextual Modulation Meta Learning for Cold-Start Recommendation.

[BibT_eX]

[DOI]

Proceedings of the CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1, 2021

Diverse Auto-Curriculum is Critical for Successful Real-World Multiagent Learning Systems.

[BibT_eX]

[DOI]

Proceedings of the AAMAS '21: 20th International Conference on Autonomous Agents and Multiagent Systems, 2021

Learning Correlated Communication Topology in Multi-Agent Reinforcement learning.

[BibT_eX]

[DOI]

Proceedings of the AAMAS '21: 20th International Conference on Autonomous Agents and Multiagent Systems, 2021

2020

Strongly Constrained Discrete Hashing.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2020

Actor-Critic Reinforcement Learning for Control With Stability Guarantee.

[BibT_eX]

[DOI]

IEEE Robotics Autom. Lett., 2020

Causal World Models by Unsupervised Deconfounding of Physical Dynamics.

[BibT_eX]

[DOI]

CoRR, 2020

HEBO: Heteroscedastic Evolutionary Bayesian Optimisation.

[BibT_eX]

[DOI]

CoRR, 2020

An Overview of Multi-Agent Reinforcement Learning from Game Theoretical Perspective.

[BibT_eX]

[DOI]

CoRR, 2020

SMARTS: Scalable Multi-Agent Reinforcement Learning Training School for Autonomous Driving.

[BibT_eX]

[DOI]

CoRR, 2020

Learning to Model Opponent Learning.

[BibT_eX]

[DOI]

Ian Davies

Zheng Tian

CoRR, 2020

CausalVAE: Structured Causal Disentanglement in Variational Autoencoder.

[BibT_eX]

[DOI]

CoRR, 2020

Compositional ADAM: An Adaptive Compositional Solver.

[BibT_eX]

[DOI]

CoRR, 2020

GREASE: A Generative Model for Relevance Search over Knowledge Graphs.

[BibT_eX]

[DOI]

Proceedings of the WSDM '20: The Thirteenth ACM International Conference on Web Search and Data Mining, 2020

A Deep Recurrent Survival Model for Unbiased Ranking.

[BibT_eX]

[DOI]

Proceedings of the 43rd International ACM SIGIR conference on research and development in Information Retrieval, 2020

JIT2R: A Joint Framework for Item Tagging and Tag-based Recommendation.

[BibT_eX]

[DOI]

Proceedings of the 43rd International ACM SIGIR conference on research and development in Information Retrieval, 2020

Replica-Exchange Nosé-Hoover Dynamics for Bayesian Learning on Large Datasets.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

Modelling Bounded Rationality in Multi-Agent Interactions by Generalized Recursive Reasoning.

[BibT_eX]

[DOI]

Ying Wen

Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020

Multi-Agent Determinantal Q-Learning.

[BibT_eX]

[DOI]

Proceedings of the 37th International Conference on Machine Learning, 2020

Multi-Agent Interactions Modeling with Correlated Policies.

[BibT_eX]

[DOI]

Proceedings of the 8th International Conference on Learning Representations, 2020

Off-Policy Reinforcement Learning for Efficient and Effective GAN Architecture Search.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2020, 2020

SMARTS: An Open-Source Scalable Multi-Agent RL Training School for Autonomous Driving.

[BibT_eX]

[DOI]

Proceedings of the 4th Conference on Robot Learning, 2020

Learning to Infer User Hidden States for Online Sequential Advertising.

[BibT_eX]

[DOI]

Proceedings of the CIKM '20: The 29th ACM International Conference on Information and Knowledge Management, 2020

U-rank: Utility-oriented Learning to Rank with Implicit Feedback.

[BibT_eX]

[DOI]

Proceedings of the CIKM '20: The 29th ACM International Conference on Information and Knowledge Management, 2020

3rd International Workshop on EntitY Retrieval and lEarning (EYRE 2020).

[BibT_eX]

[DOI]

Gong Cheng

Kalpa Gunaratna

Proceedings of the CIKM '20: The 29th ACM International Conference on Information and Knowledge Management, 2020

Sequential Advertising Agent with Interpretable User Hidden Intents.

[BibT_eX]

[DOI]

Proceedings of the 19th International Conference on Autonomous Agents and Multiagent Systems, 2020

Bi-Level Actor-Critic for Multi-Agent Coordination.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

Learning to Communicate Implicitly by Actions.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

Neighborhood Cognition Consistent Multi-Agent Reinforcement Learning.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

Learning to Model Opponent Learning (Student Abstract).

[BibT_eX]

[DOI]

Ian Davies

Zheng Tian

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019

基于四元数小波变换和Copula模型的图像融合 (Image Fusion Using Quaternion Wavelet Transform and Copula Model).

[BibT_eX]

[DOI]

计算机科学, 2019

H<sub>∞</sub> Model-free Reinforcement Learning with Robust Stability Guarantee.

[BibT_eX]

[DOI]

CoRR, 2019

MANAS: Multi-Agent Neural Architecture Search.

[BibT_eX]

[DOI]

CoRR, 2019

Wasserstein Robust Reinforcement Learning.

[BibT_eX]

[DOI]

Mohammed Amin Abdullah

CoRR, 2019

Neural Variational Inference For Estimating Uncertainty in Knowledge Graph Embeddings.

[BibT_eX]

[DOI]

CoRR, 2019

Optimizing Object-based Perception and Control by Free-Energy Principle.

[BibT_eX]

[DOI]

Minne Li

Pranav Nashikkar

CoRR, 2019

Infer Your Enemies and Know Yourself, Learning in Real-Time Bidding with Partially Observable Opponents.

[BibT_eX]

[DOI]

Manxing Du

CoRR, 2019

Efficient Ridesharing Order Dispatching with Mean Field Multi-Agent Reinforcement Learning.

[BibT_eX]

[DOI]

CoRR, 2019

Multi-Agent Generalized Recursive Reasoning.

[BibT_eX]

[DOI]

CoRR, 2019

Fog Services and Enabling Technologies.

[BibT_eX]

[DOI]

IEEE Commun. Mag., 2019

CircView: a visualization and exploration tool for circular RNAs.

[BibT_eX]

[DOI]

Briefings Bioinform., 2019

Layout Design for Intelligent Warehouse by Evolution With Fitness Approximation.

[BibT_eX]

[DOI]

IEEE Access, 2019

Efficient Ridesharing Order Dispatching with Mean Field Multi-Agent Reinforcement Learning.

[BibT_eX]

[DOI]

Proceedings of the World Wide Web Conference, 2019

Multi-View Reinforcement Learning.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

Neural Variational Inference For Estimating Knowledge Graph Embedding Uncertainty.

[BibT_eX]

Proceedings of the 2019 International Workshop on Neural-Symbolic Learning and Reasoning (NeSy 2019), 2019

A Regularized Opponent Model with Maximum Entropy Objective.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019

BayesNAS: A Bayesian Approach for Neural Architecture Search.

[BibT_eX]

[DOI]

Proceedings of the 36th International Conference on Machine Learning, 2019

Probabilistic Recursive Reasoning for Multi-Agent Reinforcement Learning.

[BibT_eX]

[DOI]

Proceedings of the 7th International Conference on Learning Representations, 2019

Know Your Enemies and Know Yourself in the Real-Time Bidding Function Optimisation.

[BibT_eX]

[DOI]

Manxing Du

Proceedings of the 2019 International Conference on Data Mining Workshops, 2019

Modeling User Return Time Using Inhomogeneous Poisson Process.

[BibT_eX]

[DOI]

Proceedings of the Advances in Information Retrieval, 2019

Factorized Q-learning for large-scale multi-agent systems.

[BibT_eX]

[DOI]

Proceedings of the First International Conference on Distributed Artificial Intelligence, 2019

MarlRank: Multi-agent Reinforced Learning to Rank.

[BibT_eX]

[DOI]

Proceedings of the 28th ACM International Conference on Information and Knowledge Management, 2019

Learning Adaptive Display Exposure for Real-Time Advertising.

[BibT_eX]

[DOI]

Proceedings of the 28th ACM International Conference on Information and Knowledge Management, 2019

CoRide: Joint Order Dispatching and Fleet Management for Multi-Scale Ride-Hailing Platforms.

[BibT_eX]

[DOI]

Proceedings of the 28th ACM International Conference on Information and Knowledge Management, 2019

EYRE 2019: 2nd International Workshop on EntitY REtrieval.

[BibT_eX]

[DOI]

Gong Cheng

Kalpa Gunaratna

Proceedings of the 28th ACM International Conference on Information and Knowledge Management, 2019

Learning to Advertise for Organic Traffic Maximization in E-Commerce Product Feeds.

[BibT_eX]

[DOI]

Proceedings of the 28th ACM International Conference on Information and Knowledge Management, 2019

2018

Bidding Machine: Learning to Bid for Directly Optimizing Profits in Display Advertising.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2018

DEBTS: Delay Energy Balanced Task Scheduling in Homogeneous Fog Networks.

[BibT_eX]

[DOI]

IEEE Internet Things J., 2018

Learning Shared Dynamics with Meta-World Models.

[BibT_eX]

[DOI]

Lisheng Wu

Minne Li

CoRR, 2018

Learning Multi-agent Implicit Communication Through Actions: A Case Study in Contract Bridge, a Collaborative Imperfect-Information Game.

[BibT_eX]

[DOI]

CoRR, 2018

Factorized Q-Learning for Large-Scale Multi-Agent Systems.

[BibT_eX]

[DOI]

CoRR, 2018

Learning to Advertise with Adaptive Exposure via Constrained Two-Level Reinforcement Learning.

[BibT_eX]

[DOI]

CoRR, 2018

Neural Text Generation: Past, Present and Beyond.

[BibT_eX]

[DOI]

CoRR, 2018

DECCO: Deep-Learning Enabled Coverage and Capacity Optimization for Massive MIMO Systems.

[BibT_eX]

[DOI]

IEEE Access, 2018

Texygen: A Benchmarking Platform for Text Generation Models.

[BibT_eX]

[DOI]

Proceedings of the 41st International ACM SIGIR Conference on Research & Development in Information Retrieval, 2018

Thermostat-assisted continuously-tempered Hamiltonian Monte Carlo for Bayesian learning.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

Explanation Mining: Post Hoc Interpretability of Latent Factor Models for Recommendation Systems.

[BibT_eX]

[DOI]

Georgina Peake

Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2018

Learning to Design Games: Strategic Environments in Reinforcement Learning.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018

On the Equilibrium of Query Reformulation and Document Retrieval.

[BibT_eX]

[DOI]

Proceedings of the 2018 ACM SIGIR International Conference on Theory of Information Retrieval, 2018

Mean Field Multi-Agent Reinforcement Learning.

[BibT_eX]

[DOI]

Proceedings of the 35th International Conference on Machine Learning, 2018

Activation Maximization Generative Adversarial Nets.

[BibT_eX]

[DOI]

Proceedings of the 6th International Conference on Learning Representations, 2018

Learning Multi-touch Conversion Attribution with Dual-attention Mechanisms for Online Advertising.

[BibT_eX]

[DOI]

Proceedings of the 27th ACM International Conference on Information and Knowledge Management, 2018

Real-Time Bidding with Multi-Agent Reinforcement Learning in Display Advertising.

[BibT_eX]

[DOI]

Proceedings of the 27th ACM International Conference on Information and Knowledge Management, 2018

A Study of AI Population Dynamics with Million-agent Reinforcement Learning.

[BibT_eX]

[DOI]

Proceedings of the 17th International Conference on Autonomous Agents and MultiAgent Systems, 2018

MAgent: A Many-Agent Reinforcement Learning Platform for Artificial Collective Intelligence.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

A Neural Stochastic Volatility Model.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

Long Text Generation via Adversarial Training with Leaked Information.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

Efficient Architecture Search by Network Transformation.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

2017

Display Advertising with Real-Time Bidding (RTB) and Behavioural Targeting.

[BibT_eX]

[DOI]

Found. Trends Inf. Retr., 2017

MAgent: A Many-Agent Reinforcement Learning Platform for Artificial Collective Intelligence.

[BibT_eX]

[DOI]

CoRR, 2017

An Empirical Study of AI Population Dynamics with Million-agent Reinforcement Learning.

[BibT_eX]

[DOI]

CoRR, 2017

Generative Adversarial Nets with Labeled Data by Activation Maximization.

[BibT_eX]

[DOI]

CoRR, 2017

Learning to Design Games: Strategic Environments in Deep Reinforcement Learning.

[BibT_eX]

[DOI]

CoRR, 2017

Multiagent Bidirectionally-Coordinated Nets for Learning to Play StarCraft Combat Games.

[BibT_eX]

[DOI]

CoRR, 2017

Reinforcement Learning for Architecture Search by Network Transformation.

[BibT_eX]

[DOI]

CoRR, 2017

Comprehensive characterization of tissue-specific circular RNAs in the human and mouse genomes.

[BibT_eX]

[DOI]

Briefings Bioinform., 2017

Managing Risk of Bidding in Display Advertising.

[BibT_eX]

[DOI]

Proceedings of the Tenth ACM International Conference on Web Search and Data Mining, 2017

Real-Time Bidding by Reinforcement Learning in Display Advertising.

[BibT_eX]

[DOI]

Proceedings of the Tenth ACM International Conference on Web Search and Data Mining, 2017

IRGAN: A Minimax Game for Unifying Generative and Discriminative Information Retrieval Models.

[BibT_eX]

[DOI]

Proceedings of the 40th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2017

Dynamic Attention Deep Model for Article Recommendation by Learning Human Editors' Demonstration.

[BibT_eX]

[DOI]

Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Halifax, NS, Canada, August 13, 2017

Content Recommendation by Noise Contrastive Transfer Learning of Feature Representation.

[BibT_eX]

[DOI]

Proceedings of the 2017 ACM on Conference on Information and Knowledge Management, 2017

SeqGAN: Sequence Generative Adversarial Nets with Policy Gradient.

[BibT_eX]

[DOI]

Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017

2016

Dynamic Information Retrieval Modeling

[BibT_eX]

[DOI]

Grace Hui Yang

Synthesis Lectures on Information Concepts, Retrieval, and Services, Morgan & Claypool Publishers, ISBN: 978-3-031-02301-9, 2016

Optimal Real-Time Bidding Frameworks Discussion.

[BibT_eX]

[DOI]

Kan Ren

CoRR, 2016

Learning text representation using recurrent convolutional neural network with highway layers.

[BibT_eX]

[DOI]

CoRR, 2016

Feature Selection as a Multiagent Coordination Problem.

[BibT_eX]

[DOI]

CoRR, 2016

Sprites: detection of deletions from sequencing data by re-aligning split reads.

[BibT_eX]

[DOI]

Bioinform., 2016

Feedback Control of Real-Time Display Advertising.

[BibT_eX]

[DOI]

Proceedings of the Ninth ACM International Conference on Web Search and Data Mining, 2016

Bayesian Performance Comparison of Text Classifiers.

[BibT_eX]

[DOI]

Proceedings of the 39th International ACM SIGIR conference on Research and Development in Information Retrieval, 2016

Functional Bid Landscape Forecasting for Display Advertising.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2016

Value at Risk for Risk Evaluation in Information Retrieval.

[BibT_eX]

[DOI]

Proceedings of the Natural Language Understanding and Intelligent Applications, 2016

Bid-aware Gradient Descent for Unbiased Learning with Censored Data in Display Advertising.

[BibT_eX]

[DOI]

Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2016

Product-Based Neural Networks for User Response Prediction.

[BibT_eX]

[DOI]

Proceedings of the IEEE 16th International Conference on Data Mining, 2016

Resource Allocation Based on Double Auction for Cloud Computing System.

[BibT_eX]

[DOI]

Proceedings of the 18th IEEE International Conference on High Performance Computing and Communications; 14th IEEE International Conference on Smart City; 2nd IEEE International Conference on Data Science and Systems, 2016

Deep Learning over Multi-field Categorical Data - - A Case Study on User Response Prediction.

[BibT_eX]

[DOI]

Tianming Du

Proceedings of the Advances in Information Retrieval, 2016

Implicit Look-Alike Modelling in Display Ads - Transfer Collaborative Filtering to CTR Estimation.

[BibT_eX]

[DOI]

Lingxi Chen

Proceedings of the Advances in Information Retrieval, 2016

Real-Time Bidding Based Display Advertising: Mechanisms and Algorithms.

[BibT_eX]

[DOI]

Proceedings of the Advances in Information Retrieval, 2016

User Response Learning for Directly Optimizing Campaign Performance in Display Advertising.

[BibT_eX]

[DOI]

Proceedings of the 25th ACM International Conference on Information and Knowledge Management, 2016

2015

Multi-Keyword Multi-Click Advertisement Option Contracts for Sponsored Search.

[BibT_eX]

[DOI]

ACM Trans. Intell. Syst. Technol., 2015

A term-based methodology for query reformulation understanding.

[BibT_eX]

[DOI]

Hui Yang

Inf. Retr. J., 2015

Resource allocation algorithm based on hybrid particle swarm optimization for multiuser cognitive OFDM network.

[BibT_eX]

[DOI]

Expert Syst. Appl., 2015

A lattice framework for pricing display advertisement options with the stochastic volatility underlying model.

[BibT_eX]

[DOI]

Electron. Commer. Res. Appl., 2015

An Empirical Study on Display Ad Impression Viewability Measurements.

[BibT_eX]

[DOI]

CoRR, 2015

Real-Time Bidding: A New Frontier of Computational Advertising Research.

[BibT_eX]

[DOI]

Proceedings of the Eighth ACM International Conference on Web Search and Data Mining, 2015

Risk-Hedged Venture Capital Investment Recommendation.

[BibT_eX]

[DOI]

Proceedings of the 9th ACM Conference on Recommender Systems, 2015

Statistical Arbitrage Mining for Display Advertising.

[BibT_eX]

[DOI]

Proceedings of the 21th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2015

A Theoretical Analysis of Two-Stage Recommendation for Cold-Start Collaborative Filtering.

[BibT_eX]

[DOI]

Proceedings of the 2015 International Conference on The Theory of Information Retrieval, 2015

Estimating the Uncertainty of Average F1 Scores.

[BibT_eX]

[DOI]

Dell Zhang

Proceedings of the 2015 International Conference on The Theory of Information Retrieval, 2015

Dynamic Information Retrieval: Theoretical Framework and Application.

[BibT_eX]

[DOI]

Proceedings of the 2015 International Conference on The Theory of Information Retrieval, 2015

A Bayesian Hierarchical Model for Comparing Average F1 Scores.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Conference on Data Mining, 2015

Document Boltzmann Machines for Information Retrieval.

[BibT_eX]

[DOI]

Proceedings of the Advances in Information Retrieval, 2015

2014

Introduction to the Special Issue on Diversity and Discovery in Recommender Systems.

[BibT_eX]

[DOI]

ACM Trans. Intell. Syst. Technol., 2014

Bias-variance analysis in estimating true query model for information retrieval.

[BibT_eX]

[DOI]

Inf. Process. Manag., 2014

Real-Time Bidding Benchmarking with iPinYou Dataset.

[BibT_eX]

[DOI]

CoRR, 2014

A Lattice Framework for Pricing Display Ad Options with the Stochastic Volatility Underlying Model.

[BibT_eX]

[DOI]

CoRR, 2014

Dynamic information retrieval modeling.

[BibT_eX]

[DOI]

Hui Yang

Proceedings of the 37th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2014

Optimal real-time bidding for display advertising.

[BibT_eX]

[DOI]

Proceedings of the 20th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2014

An empirical study of reserve price optimisation in real-time bidding.

[BibT_eX]

[DOI]

Proceedings of the 20th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2014

A Dynamic Pricing Model for Unifying Programmatic Guarantee and Real-Time Bidding in Display Advertising.

[BibT_eX]

[DOI]

Proceedings of the Eighth International Workshop on Data Mining for Online Advertising, 2014

Generalized Bias-Variance Evaluation of TREC Participated Systems.

[BibT_eX]

[DOI]

Proceedings of the 23rd ACM International Conference on Conference on Information and Knowledge Management, 2014

2013

Bridging memory-based collaborative filtering and text retrieval.

[BibT_eX]

[DOI]

Alejandro Bellogín

Pablo Castells

Inf. Retr., 2013

Iterative Expectation for Multi Period Information Retrieval

[BibT_eX]

[DOI]

CoRR, 2013

Multi-Keyword Multi-Click Option Contracts for Sponsored Search Advertising.

[BibT_eX]

[DOI]

CoRR, 2013

Interactive exploratory search for multi page search results.

[BibT_eX]

[DOI]

Xiaoran Jin

Proceedings of the 22nd International World Wide Web Conference, 2013

Probabilistic group recommendation via information matching.

[BibT_eX]

[DOI]

Proceedings of the 22nd International World Wide Web Conference, 2013

Bias-variance decomposition of ir evaluation.

[BibT_eX]

[DOI]

Proceedings of the 36th International ACM SIGIR conference on research and development in Information Retrieval, 2013

Optimizing top-n collaborative filtering via dynamic negative item sampling.

[BibT_eX]

[DOI]

Proceedings of the 36th International ACM SIGIR conference on research and development in Information Retrieval, 2013

To personalize or not: a risk management perspective.

[BibT_eX]

[DOI]

Proceedings of the Seventh ACM Conference on Recommender Systems, 2013

Interactive collaborative filtering.

[BibT_eX]

[DOI]

Proceedings of the 22nd ACM International Conference on Information and Knowledge Management, 2013

Real-time bidding for online advertising: measurement and analysis.

[BibT_eX]

[DOI]

Proceedings of the Seventh International Workshop on Data Mining for Online Advertising, 2013

2012

Internet Advertising: An Interplay among Advertisers, Online Publishers, Ad Exchanges and Web Users

[BibT_eX]

[DOI]

CoRR, 2012

A Theory of Information Matching

[BibT_eX]

[DOI]

CoRR, 2012

Selling futures online advertising slots via option contracts.

[BibT_eX]

[DOI]

Proceedings of the 21st World Wide Web Conference, 2012

Dynamical information retrieval modelling: a portfolio-armed bandit machine approach.

[BibT_eX]

[DOI]

Proceedings of the 21st World Wide Web Conference, 2012

Using control theory for stable and efficient recommender systems.

[BibT_eX]

[DOI]

Tamas Jambor

Neal Lathia

Proceedings of the 21st World Wide Web Conference 2012, 2012

2nd international workshop on diversity in document retrieval (DDR 2012).

[BibT_eX]

[DOI]

Craig Macdonald

Charles L. A. Clarke

Proceedings of the Fifth International Conference on Web Search and Web Data Mining, 2012

Precoding with Known Transmit Coupling and Spatial Covariance Matrices.

[BibT_eX]

[DOI]

Proceedings of the 75th IEEE Vehicular Technology Conference, 2012

Adaptive diversification of recommendation results via latent factor portfolio.

[BibT_eX]

[DOI]

Proceedings of the 35th International ACM SIGIR conference on research and development in Information Retrieval, 2012

Top-k Retrieval Using Facility Location Analysis.

[BibT_eX]

[DOI]

Proceedings of the Advances in Information Retrieval, 2012

Sequential selection of correlated ads by POMDPs.

[BibT_eX]

[DOI]

Proceedings of the 21st ACM International Conference on Information and Knowledge Management, 2012

2011

The 1st international workshop on diversity in document retrieval.

[BibT_eX]

[DOI]

Craig Macdonald

Charles L. A. Clarke

SIGIR Forum, 2011

A Unified Relevance Retrieval Model by Eliteness Hypothesis

[BibT_eX]

[DOI]

Jagadeesh Gorla

Stephen Robertson

CoRR, 2011

Workshop on novelty and diversity in recommender systems - DiveRS 2011.

[BibT_eX]

[DOI]

Proceedings of the 2011 ACM Conference on Recommender Systems, 2011

Contextual Image Annotation via Projection and Quantum Theory Inspired Measurement for Integration of Text and Visual Features.

[BibT_eX]

[DOI]

Proceedings of the Quantum Interaction - 5th International Symposium, 2011

Text Retrieval Methods for Item Ranking in Collaborative Filtering.

[BibT_eX]

[DOI]

Alejandro Bellogín

Pablo Castells

Proceedings of the Advances in Information Retrieval, 2011

Statistical information retrieval modelling: from the probability ranking principle to recent advances in diversity, portfolio theory, and beyond.

[BibT_eX]

[DOI]

Kevyn Collins-Thompson

Proceedings of the 20th ACM Conference on Information and Knowledge Management, 2011

Structured collaborative filtering.

[BibT_eX]

[DOI]

Alejandro Bellogín

Pablo Castells

Proceedings of the 20th ACM Conference on Information and Knowledge Management, 2011

On Modeling Rank-Independent Risk in Estimating Probability of Relevance.

[BibT_eX]

[DOI]

Proceedings of the Information Retrieval Technology, 2011

2010

Personalization of tagging systems.

[BibT_eX]

[DOI]

Inf. Process. Manag., 2010

Self-taught hashing for fast similarity search.

[BibT_eX]

[DOI]

Proceedings of the Proceeding of the 33rd International ACM SIGIR Conference on Research and Development in Information Retrieval, 2010

On statistical analysis and optimization of information retrieval effectiveness metrics.

[BibT_eX]

[DOI]

Jianhan Zhu

Proceedings of the Proceeding of the 33rd International ACM SIGIR Conference on Research and Development in Information Retrieval, 2010

Optimizing multiple objectives in collaborative filtering.

[BibT_eX]

[DOI]

Tamas Jambor

Proceedings of the 2010 ACM Conference on Recommender Systems, 2010

Laplacian Co-hashing of Terms and Documents.

[BibT_eX]

[DOI]

Proceedings of the Advances in Information Retrieval, 2010

Goal-Driven Collaborative Filtering - A Directional Error Based Approach.

[BibT_eX]

[DOI]

Tamas Jambor

Proceedings of the Advances in Information Retrieval, 2010

RGU at ImageCLEF2010 Wikipedia Retrieval Task.

[BibT_eX]

[DOI]

Dawei Song

Leszek Kaliciak

Proceedings of the CLEF 2010 LABs and Workshops, 2010

Automata Modeling for Cognitive Interference in Users' Relevance Judgment.

[BibT_eX]

[DOI]

Proceedings of the Quantum Informatics for Cognitive, 2010

Explanation of Relevance Judgement Discrepancy with Quantum Interference.

[BibT_eX]

[DOI]

Proceedings of the Quantum Informatics for Cognitive, 2010

Tensor Product of Correlated Textual and Visual Features: A Quantum Theory Inspired Image Retrieval Framework.

[BibT_eX]

[DOI]

Alvaro Francisco Huertas-Rosero

Dawei Song

Leszek Kaliciak

Proceedings of the Quantum Informatics for Cognitive, 2010

How Quantum Theory Is Developing the Field of Information Retrieval.

[BibT_eX]

[DOI]

Yuexian Hou

Massimo Melucci

Stefan M. Rüger

Proceedings of the Quantum Informatics for Cognitive, 2010

2009

Topic (query) selection for IR evaluation.

[BibT_eX]

[DOI]

Proceedings of the 32nd Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2009

Risky business: modeling and exploiting uncertainty in information retrieval.

[BibT_eX]

[DOI]

Proceedings of the 32nd Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2009

Portfolio theory of information retrieval.

[BibT_eX]

[DOI]

Jianhan Zhu

Proceedings of the 32nd Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2009

Risk-Aware Information Retrieval.

[BibT_eX]

[DOI]

Proceedings of the Advances in Information Retrieval, 2009

Mean-Variance Analysis: A New Document Ranking Theory in Information Retrieval.

[BibT_eX]

[DOI]

Proceedings of the Advances in Information Retrieval, 2009

Bridging the gap: complex networks meet information and knowledge management.

[BibT_eX]

[DOI]

Shi Zhou

Dell Zhang

Proceedings of the 18th ACM Conference on Information and Knowledge Management, 2009

Language Models of Collaborative Filtering.

[BibT_eX]

[DOI]

Proceedings of the Information Retrieval Technology, 2009

Personalization on a Peer-to-Peer Television System.

[BibT_eX]

[DOI]

Proceedings of the Handbook of Multimedia for Digital Entertainment and Arts, 2009

2008

Wi-Fi Walkman.

[BibT_eX]

[DOI]

Encyclopedia of Wireless and Mobile Communications, 2008

Unified relevance models for rating prediction in collaborative filtering.

[BibT_eX]

[DOI]

ACM Trans. Inf. Syst., 2008

Personalization on a peer-to-peer television system.

[BibT_eX]

[DOI]

Multim. Tools Appl., 2008

Probabilistic relevance ranking for collaborative filtering.

[BibT_eX]

[DOI]

Stephen Robertson

Inf. Retr., 2008

TRIBLER: a social-based peer-to-peer system.

[BibT_eX]

[DOI]

Maarten van Steen

Henk J. Sips

Concurr. Comput. Pract. Exp., 2008

Generation of Query-Biased Concepts Using Content and Structure for Query Reformulation.

[BibT_eX]

[DOI]

Youjin Chang

Mounia Lalmas

Proceedings of the Natural Language and Information Systems, 2008

2006

Experiential Sampling on Multiple Data Streams.

[BibT_eX]

[DOI]

Ramesh C. Jain

IEEE Trans. Multim., 2006

Experiential Sampling in Multimedia Systems.

[BibT_eX]

[DOI]

Ramesh C. Jain

IEEE Trans. Multim., 2006

Unifying user-based and item-based collaborative filtering approaches by similarity fusion.

[BibT_eX]

[DOI]

Proceedings of the SIGIR 2006: Proceedings of the 29th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2006

Distributed collaborative filtering for peer-to-peer file sharing systems.

[BibT_eX]

[DOI]

Johan A. Pouwelse

Reginald L. Lagendijk

Proceedings of the 2006 ACM Symposium on Applied Computing (SAC), 2006

A User-Item Relevance Model for Log-Based Collaborative Filtering.

[BibT_eX]

[DOI]

Proceedings of the Advances in Information Retrieval, 2006

2005

Automatic video logo detection and removal.

[BibT_eX]

[DOI]

Wei-Qi Yan

Multim. Syst., 2005

Analogies based video editing.

[BibT_eX]

[DOI]

Wei-Qi Yan

Multim. Syst., 2005

Self-organizing distributed collaborative filtering.

[BibT_eX]

[DOI]

Reginald L. Lagendijk

Johan A. Pouwelse

Proceedings of the SIGIR 2005: Proceedings of the 28th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2005

2004

Video content representation on tiny devices.

[BibT_eX]

[DOI]

Reginald L. Lagendijk

Jasper Lindenberg