Tianyi Chen
This page is a disambiguation page, it actually contains mutiple papers from persons of the same or a similar name.
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Bibliography
2025
Reliab. Eng. Syst. Saf., 2025
2024
Efficient and Flexible Method for Reducing Moderate-Size Deep Neural Networks with Condensation.
Entropy, July, 2024
Managing mixed traffic at signalized intersections: An adaptive signal control and CAV coordination system based on deep reinforcement learning.
Expert Syst. Appl., March, 2024
Quantum, January, 2024
Hybrid Federated Learning for Feature & Sample Heterogeneity: Algorithms and Implementation.
Trans. Mach. Learn. Res., 2024
An ensemble method for investigating maritime casualties resulting in pollution occurrence: Data augmentation and feature analysis.
Reliab. Eng. Syst. Saf., 2024
Three-Way Trade-Off in Multi-Objective Learning: Optimization, Generalization and Conflict-Avoidance.
J. Mach. Learn. Res., 2024
Video-based point cloud compression artifact removal based on the geometry video enhancement.
J. Electronic Imaging, 2024
Spatial-temporal graph convolution network model with traffic fundamental diagram information informed for network traffic flow prediction.
Expert Syst. Appl., 2024
OS-FCM: A semi-supervised clustering approach to investigating consumers' usage patterns of contactless shopping-delivery (S-D) channel.
Expert Syst. Appl., 2024
HESSO: Towards Automatic Efficient and User Friendly Any Neural Network Training and Pruning.
CoRR, 2024
Leveraging Large Language Models for Wireless Symbol Detection via In-Context Learning.
CoRR, 2024
A Primal-Dual-Assisted Penalty Approach to Bilevel Optimization with Coupled Constraints.
CoRR, 2024
ManiFoundation Model for General-Purpose Robotic Manipulation of Contact Synthesis with Arbitrary Objects and Robots.
CoRR, 2024
S3Editor: A Sparse Semantic-Disentangled Self-Training Framework for Face Video Editing.
CoRR, 2024
A Peer Grading Approach for Open-ended Programming Projects Based on Binary System and Swiss System.
Proceedings of the 55th ACM Technical Symposium on Computer Science Education, 2024
Proceedings of the Forty-first International Conference on Machine Learning, 2024
Proceedings of the Forty-first International Conference on Machine Learning, 2024
SF-DQN: Provable Knowledge Transfer using Successor Feature for Deep Reinforcement Learning.
Proceedings of the Forty-first International Conference on Machine Learning, 2024
Proceedings of the 40th IEEE International Conference on Data Engineering, 2024
Proceedings of the IEEE International Conference on Acoustics, 2024
Joint Unsupervised and Supervised Training for Automatic Speech Recognition via Bilevel Optimization.
Proceedings of the IEEE International Conference on Acoustics, 2024
Proceedings of the IEEE International Conference on Acoustics, 2024
The Impact of AI-Pair Programmers on Code Quality and Developer Satisfaction: Evidence from TiMi studio.
Proceedings of the 2024 International Conference on Generative Artificial Intelligence and Information Security, 2024
CaesarNeRF: Calibrated Semantic Representation for Few-Shot Generalizable Neural Rendering.
Proceedings of the Computer Vision - ECCV 2024, 2024
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024
AttriHuman-3D: Editable 3D Human Avatar Generation with Attribute Decomposition and Indexing.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024
Proceedings of the 33rd ACM International Conference on Information and Knowledge Management, 2024
Proceedings of the International Conference on Artificial Intelligence and Statistics, 2024
RetouchFormer: Semi-supervised High-Quality Face Retouching Transformer with Prior-Based Selective Self-Attention.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024
The Language Model Can Have the Personality: Joint Learning for Personality Enhanced Language Model (Student Abstract).
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024
2023
Discovering a change point and piecewise linear structure in a time series of organoid networks via the iso-mirror.
Appl. Netw. Sci., December, 2023
GF-2 Data for Lithological Classification Using Texture Features and PCA/ICA Methods in Jixi, Heilongjiang, China.
Remote. Sens., October, 2023
3D-Distortion Based Rate Distortion Optimization for Video-Based Point Cloud Compression.
KSII Trans. Internet Inf. Syst., February, 2023
IEEE Trans. Signal Process., 2023
Byzantine-Resilient Decentralized Stochastic Optimization With Robust Aggregation Rules.
IEEE Trans. Signal Process., 2023
Towards Understanding Asynchronous Advantage Actor-Critic: Convergence and Linear Speedup.
IEEE Trans. Signal Process., 2023
An Adaptive Half-Space Projection Method for Stochastic Optimization Problems with Group Sparse Regularization.
Trans. Mach. Learn. Res., 2023
LOGER: A Learned Optimizer towards Generating Efficient and Robust Query Execution Plans.
Proc. VLDB Endow., 2023
Learning with Limited Samples: Meta-Learning and Applications to Communication Systems.
Found. Trends Signal Process., 2023
OTOv3: Automatic Architecture-Agnostic Neural Network Training and Compression from Structured Pruning to Erasing Operators.
CoRR, 2023
CoRR, 2023
CoRR, 2023
A Generalized Alternating Method for Bilevel Learning under the Polyak-Łojasiewicz Condition.
CoRR, 2023
CoRR, 2023
Modeling adaptive platoon and reservation-based intersection control for connected and autonomous vehicles employing deep reinforcement learning.
Comput. Aided Civ. Infrastructure Eng., 2023
Proceedings of the IEEE International Conference on Quantum Computing and Engineering, 2023
An Alternating Optimization Method for Bilevel Problems under the Polyak-Łojasiewicz Condition.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023
Proceedings of the Medical Imaging with Deep Learning, 2023
Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2023
Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence, 2023
Proceedings of the International Conference on Machine Learning, 2023
Proceedings of the International Conference on Machine Learning, 2023
Mitigating Gradient Bias in Multi-objective Learning: A Provably Convergent Approach.
Proceedings of the Eleventh International Conference on Learning Representations, 2023
Proceedings of the Eleventh International Conference on Learning Representations, 2023
Proceedings of the IEEE International Conference on Acoustics, 2023
Proceedings of the IEEE Frontiers in Education Conference, 2023
Proceedings of the IEEE Frontiers in Education Conference, 2023
Exploring Intra-class Variation Factors with Learnable Cluster Prompts for Semi-supervised Image Synthesis.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023
Proceedings of the IEEE Canadian Conference on Electrical and Computer Engineering, 2023
Proceedings of the American Control Conference, 2023
Proceedings of the International Conference on Artificial Intelligence and Statistics, 2023
Proceedings of the International Conference on Artificial Intelligence and Statistics, 2023
2022
IEEE Trans. Neural Networks Learn. Syst., 2022
IEEE Trans. Multim., 2022
Semantic Regularized Class-Conditional GANs for Semi-Supervised Fine-Grained Image Synthesis.
IEEE Trans. Multim., 2022
Automatic Clustering for Unsupervised Risk Diagnosis of Vehicle Driving for Smart Road.
IEEE Trans. Intell. Transp. Syst., 2022
Communication-Efficient Policy Gradient Methods for Distributed Reinforcement Learning.
IEEE Trans. Control. Netw. Syst., 2022
Optimized structure learning of Bayesian Network for investigating causation of vehicles' on-road crashes.
Reliab. Eng. Syst. Saf., 2022
IEEE Trans. Pattern Anal. Mach. Intell., 2022
Lazily Aggregated Quantized Gradient Innovation for Communication-Efficient Federated Learning.
IEEE Trans. Pattern Anal. Mach. Intell., 2022
IEEE Trans. Pattern Anal. Mach. Intell., 2022
Executable network of SARS-CoV-2-host interaction predicts drug combination treatments.
npj Digit. Medicine, 2022
Byzantine-robust variance-reduced federated learning over distributed non-i.i.d. data.
Inf. Sci., 2022
Alternating Implicit Projected SGD and Its Efficient Variants for Equality-constrained Bilevel Optimization.
CoRR, 2022
Mitigating Gradient Bias in Multi-objective Learning: A Provably Convergent Stochastic Approach.
CoRR, 2022
COOR-PLT: A hierarchical control model for coordinating adaptive platoons of connected and autonomous vehicles at signal-free intersections based on deep reinforcement learning.
CoRR, 2022
Modeling Adaptive Platoon and Reservation Based Autonomous Intersection Control: A Deep Reinforcement Learning Approach.
CoRR, 2022
Comput. Secur., 2022
Proceedings of the IEEE International Conference on Teaching, 2022
Proceedings of the Social Informatics - 13th International Conference, 2022
Proceedings of the 2022 SIAM International Conference on Data Mining, 2022
Proceedings of the IEEE International Conference on Quantum Computing and Engineering, 2022
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2022
A Single-timescale Analysis for Stochastic Approximation with Multiple Coupled Sequences.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022
Learning to Coordinate in Multi-Agent Systems: A Coordinated Actor-Critic Algorithm and Finite-Time Guarantees.
Proceedings of the Learning for Dynamics and Control Conference, 2022
Proceedings of the KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14, 2022
Proceedings of the International Conference on Machine Learning, 2022
Proceedings of the IEEE International Conference on Acoustics, 2022
Proceedings of the 24th IEEE Int Conf on High Performance Computing & Communications; 8th Int Conf on Data Science & Systems; 20th Int Conf on Smart City; 8th Int Conf on Dependability in Sensor, 2022
SphericGAN: Semi-supervised Hyper-spherical Generative Adversarial Networks for Fine-grained Image Synthesis.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022
Proceedings of the 18th International Conference on Computational Intelligence and Security, 2022
Proceedings of the International Conference on Artificial Intelligence and Statistics, 2022
Is Bayesian Model-Agnostic Meta Learning Better than Model-Agnostic Meta Learning, Provably?
Proceedings of the International Conference on Artificial Intelligence and Statistics, 2022
2021
Edge-Centric Bandit Learning for Task-Offloading Allocations in Multi-RAT Heterogeneous Networks.
IEEE Trans. Veh. Technol., 2021
Byzantine-Resilient Decentralized Policy Evaluation With Linear Function Approximation.
IEEE Trans. Signal Process., 2021
Solving Stochastic Compositional Optimization is Nearly as Easy as Solving Stochastic Optimization.
IEEE Trans. Signal Process., 2021
IEEE Trans. Signal Process., 2021
Multi-Agent Multi-Armed Bandit Learning for Online Management of Edge-Assisted Computing.
IEEE Trans. Commun., 2021
Tighter Analysis of Alternating Stochastic Gradient Method for Stochastic Nested Problems.
CoRR, 2021
Connected and Automated Vehicle Distributed Control for On-ramp Merging Scenario: A Virtual Rotation Approach.
CoRR, 2021
Adoption of shopper-facing technologies under social distancing: A conceptualisation and an interplay between task-technology fit and technology trust.
Comput. Hum. Behav., 2021
Proceedings of the ESEC/FSE '21: 29th ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering, 2021
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021
Closing the Gap: Tighter Analysis of Alternating Stochastic Gradient Methods for Bilevel Problems.
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021
Spatial-Temporal Sequential Hypergraph Network for Crime Prediction with Dynamic Multiplex Relation Learning.
Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, 2021
Research on Collaborative Detection and Location Method of Infrared and Radar Aircraft Based on Federated Filter.
Proceedings of the ICMSSP 2021: 6th International Conference on Multimedia Systems and Signal Processing, Shenzhen, China, May 22, 2021
Semi-Supervised Single-Stage Controllable GANs for Conditional Fine-Grained Image Generation.
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021
Proceedings of the IEEE International Conference on Acoustics, 2021
An Optimal Stochastic Compositional Optimization Method with Applications to Meta Learning.
Proceedings of the IEEE International Conference on Acoustics, 2021
Mask-Embedded Discriminator With Region-Based Semantic Regularization for Semi-Supervised Class-Conditional Image Synthesis.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2021
Proceedings of the 24th International Conference on Artificial Intelligence and Statistics, 2021
Hybrid Estimation for Open-Ended Questions with Early-Age Students' Block-Based Programming Answers.
Proceedings of the Asian Conference on Machine Learning, 2021
Decentralized Policy Gradient Descent Ascent for Safe Multi-Agent Reinforcement Learning.
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021
2020
Federated Variance-Reduced Stochastic Gradient Descent With Robustness to Byzantine Attacks.
IEEE Trans. Signal Process., 2020
Advancing Image Understanding in Poor Visibility Environments: A Collective Benchmark Study.
IEEE Trans. Image Process., 2020
A Combined Use of TSVD and Tikhonov Regularization for Mass Flux Solution in Tibetan Plateau.
Remote. Sens., 2020
Single-image raindrop removal using concurrent channel-spatial attention and long-short skip connections.
Pattern Recognit. Lett., 2020
CoRR, 2020
CoRR, 2020
Orthant Based Proximal Stochastic Gradient Method for 𝓁<sub>1</sub>-Regularized Optimization.
CoRR, 2020
LASG: Lazily Aggregated Stochastic Gradients for Communication-Efficient Distributed Learning.
CoRR, 2020
Adv. Intell. Syst., 2020
IEEE Access, 2020
Orthant Based Proximal Stochastic Gradient Method for ℓ <sub>1</sub>-Regularized Optimization.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2020
A Deep Time Series Forecasting Method Integrated with Local-Context Sensitive Features.
Proceedings of the Neural Information Processing - 27th International Conference, 2020
Proceedings of the 2020 IEEE International Conference on Communications, 2020
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020
Proceedings of the 54th Asilomar Conference on Signals, Systems, and Computers, 2020
2019
IEEE Trans. Signal Process., 2019
Real-Time Energy Management in Microgrids With Reduced Battery Capacity Requirements.
IEEE Trans. Smart Grid, 2019
Multi-Timescale Online Optimization of Network Function Virtualization for Service Chaining.
IEEE Trans. Mob. Comput., 2019
Learning and Management for Internet of Things: Accounting for Adaptivity and Scalability.
Proc. IEEE, 2019
Random Feature-based Online Multi-kernel Learning in Environments with Unknown Dynamics.
J. Mach. Learn. Res., 2019
IEEE Internet Things J., 2019
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2019
Communication-Efficient Distributed Learning via Lazily Aggregated Quantized Gradients.
Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019
Byzantine-Robust Stochastic Gradient Descent for Distributed Low-Rank Matrix Completion.
Proceedings of the IEEE Data Science Workshop, 2019
Proceedings of the 22nd International Conference on Artificial Intelligence and Statistics, 2019
RSA: Byzantine-Robust Stochastic Aggregation Methods for Distributed Learning from Heterogeneous Datasets.
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019
2018
Two-Scale Stochastic Control for Integrated Multipoint Communication Systems With Renewables.
IEEE Trans. Smart Grid, 2018
IEEE Trans. Control. Netw. Syst., 2018
FaRSA for ℓ1-regularized convex optimization: local convergence and numerical experience.
Optim. Methods Softw., 2018
IEEE Internet Things J., 2018
Proceedings of the 19th IEEE International Workshop on Signal Processing Advances in Wireless Communications, 2018
Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018
Proceedings of the 2018 Annual American Control Conference, 2018
Online Ensemble Multi-kernel Learning Adaptive to Non-stationary and Adversarial Environments.
Proceedings of the International Conference on Artificial Intelligence and Statistics, 2018
Proceedings of the 52nd Asilomar Conference on Signals, Systems, and Computers, 2018
2017
Real-Time Energy Trading and Future Planning for Fifth Generation Wireless Communications.
IEEE Wirel. Commun., 2017
Stochastic Averaging for Constrained Optimization With Application to Online Resource Allocation.
IEEE Trans. Signal Process., 2017
IEEE Trans. Signal Process., 2017
IEEE Trans. Parallel Distributed Syst., 2017
SIAM J. Optim., 2017
Int. J. Emerg. Technol. Learn., 2017
CoRR, 2017
Proceedings of the 18th IEEE International Workshop on Signal Processing Advances in Wireless Communications, 2017
Proceedings of the 2017 IEEE Global Communications Conference, 2017
Proceedings of the 2017 IEEE Global Conference on Signal and Information Processing, 2017
Proceedings of the 25th European Signal Processing Conference, 2017
Proceedings of the 51st Asilomar Conference on Signals, Systems, and Computers, 2017
2016
Energy-Efficient Transmission Schedule for Delay-Limited Bursty Data Arrivals Under Nonideal Circuit Power Consumption.
IEEE Trans. Veh. Technol., 2016
Cooling-Aware Energy and Workload Management in Data Centers via Stochastic Optimization.
IEEE J. Sel. Top. Signal Process., 2016
IEEE J. Sel. Areas Commun., 2016
IEEE J. Sel. Areas Commun., 2016
IEEE J. Sel. Areas Commun., 2016
CoRR, 2016
Proceedings of the 27th IEEE International Symposium on Software Reliability Engineering, 2016
Proceedings of the 2016 IEEE International Conference on Acoustics, 2016
Proceedings of the 2016 IEEE International Conference on Acoustics, 2016
Proceedings of the 2016 IEEE Global Communications Conference, 2016
Proceedings of the 2016 IEEE Global Conference on Signal and Information Processing, 2016
Proceedings of the 50th Asilomar Conference on Signals, Systems and Computers, 2016
2015
Optimal MIMO Broadcasting for Energy Harvesting Transmitter With non-Ideal Circuit Power Consumption.
IEEE Trans. Wirel. Commun., 2015
IEEE Trans. Veh. Technol., 2015
Proceedings of the 2015 IEEE Global Communications Conference, 2015
Proceedings of the 2015 IEEE Global Conference on Signal and Information Processing, 2015
2014
Energy-Efficient Transmission Schedule for Delay-Limited Bursty Data Arrivals under Non-Ideal Circuit Power Consumption.
CoRR, 2014
Optimal MIMO broadcasting over time-varying wireless channels for energy harvesting transmitter with non-ideal circuit power.
Proceedings of the IEEE International Conference on Acoustics, 2014
Energy-efficient transmission of delay-limited bursty data packets over time-varying channels under non-ideal circuit power.
Proceedings of the IEEE China Summit & International Conference on Signal and Information Processing, 2014
2013
2011
Investigating retrospective interoperability between the accessible and mobile webs with regard to user input.
PhD thesis, 2011
Int. J. Mob. Hum. Comput. Interact., 2011
Behav. Inf. Technol., 2011
2010
Int. J. Hum. Comput. Stud., 2010
Proceedings of the International Cross-Disciplinary Conference on Web Accessibility, 2010
2008
Proceedings of the 10th International ACM SIGACCESS Conference on Computers and Accessibility, 2008