Shuang Qiu
This page is a disambiguation page, it actually contains mutiple papers from persons of the same or a similar name.
Bibliography
2024
Stochastic gradient descent without full data shuffle: with applications to in-database machine learning and deep learning systems.
VLDB J., September, 2024
Design-Modeling and Control of a Novel Wearable Exoskeleton for Lower-Limb Enhancement.
IEEE Robotics Autom. Lett., July, 2024
Enhance Composed Image Retrieval via Multi-Level Collaborative Localization and Semantic Activeness Perception.
IEEE Trans. Multim., 2024
CoRR, 2024
Traversing Pareto Optimal Policies: Provably Efficient Multi-Objective Reinforcement Learning.
CoRR, 2024
Proceedings of the Forty-first International Conference on Machine Learning, 2024
Rewards-in-Context: Multi-objective Alignment of Foundation Models with Dynamic Preference Adjustment.
Proceedings of the Forty-first International Conference on Machine Learning, 2024
Arithmetic Control of LLMs for Diverse User Preferences: Directional Preference Alignment with Multi-Objective Rewards.
Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2024
2023
Sensors, April, 2023
Dual parallel net: A novel deep learning model for rectal tumor segmentation via CNN and transformer with Gaussian Mixture prior.
J. Biomed. Informatics, March, 2023
Sensors, February, 2023
Heterogeneous Feature Alignment and Fusion in Cross-Modal Augmented Space for Composed Image Retrieval.
IEEE Trans. Multim., 2023
Single Spectral Line Method for TDLAS Imaging of Temperature and Water Vapor Concentration.
IEEE Trans. Instrum. Meas., 2023
A Binary Valued Reconstruction Algorithm for Discrete TDLAS Tomography of Dynamic Flames.
IEEE Trans. Instrum. Meas., 2023
Posterior Sampling for Competitive RL: Function Approximation and Partial Observation.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023
Proceedings of the IEEE International Parallel and Distributed Processing Symposium, 2023
Optimistic Exploration with Learned Features Provably Solves Markov Decision Processes with Neural Dynamics.
Proceedings of the Eleventh International Conference on Learning Representations, 2023
Proceedings of the IEEE/CIC International Conference on Communications in China, 2023
Proceedings of the Advanced Data Mining and Applications - 19th International Conference, 2023
Generating Enlightened Suggestions Based on Mental State Evolution for Emotional Support Conversation.
Proceedings of the Advanced Data Mining and Applications - 19th International Conference, 2023
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023
2022
IEEE Trans. Neural Networks Learn. Syst., 2022
IEEE Trans. Image Process., 2022
Composed Image Retrieval via Explicit Erasure and Replenishment With Semantic Alignment.
IEEE Trans. Image Process., 2022
Optimal Absorption Lines Selection for Gas Temperature Measurement by Using Two-Color Laser Absorption Spectroscopy.
IEEE Trans. Instrum. Meas., 2022
PINE: Universal Deep Embedding for Graph Nodes via Partial Permutation Invariant Set Functions.
IEEE Trans. Pattern Anal. Mach. Intell., 2022
CoRR, 2022
Learning Dynamic Mechanisms in Unknown Environments: A Reinforcement Learning Approach.
CoRR, 2022
In-Database Machine Learning with CorgiPile: Stochastic Gradient Descent without Full Data Shuffle.
Proceedings of the SIGMOD '22: International Conference on Management of Data, Philadelphia, PA, USA, June 12, 2022
Contrastive UCB: Provably Efficient Contrastive Self-Supervised Learning in Online Reinforcement Learning.
Proceedings of the International Conference on Machine Learning, 2022
2021
PhD thesis, 2021
Noise Immune TDLAS Temperature Measurement Through Spectrum Shifting by Using a Mach-Zehnder Interferometer.
IEEE Trans. Instrum. Meas., 2021
IEEE J. Sel. Areas Inf. Theory, 2021
Understanding the unimodal distributions of cancer occurrence rates: it takes two factors for a cancer to occur.
Briefings Bioinform., 2021
A Double Traveling Salesman Problem With Three-Dimensional Loading Constraints for Bulky Item Delivery.
IEEE Access, 2021
Proceedings of the 2021 International Conference on Machine Learning and Big Data Analytics for IoT Security and Privacy, 2021
On Reward-Free RL with Kernel and Neural Function Approximations: Single-Agent MDP and Markov Game.
Proceedings of the 38th International Conference on Machine Learning, 2021
Provably Efficient Fictitious Play Policy Optimization for Zero-Sum Markov Games with Structured Transitions.
Proceedings of the 38th International Conference on Machine Learning, 2021
Design a Game of Charged Particles Moving in a Uniform Magnetic Field Based on Unity3D-Take "the Wise Snake through the Pass" as an Example.
Proceedings of the ICDEL 2021: The 6th International Conference on Distance Education and Learning, Shanghai, China, May 21, 2021
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021
2020
IEEE Trans. Multim., 2020
Single-Timescale Stochastic Nonconvex-Concave Optimization for Smooth Nonlinear TD Learning.
CoRR, 2020
Beyond 𝒪(#8730;T) Regret for Constrained Online Optimization: Gradual Variations and Mirror Prox.
CoRR, 2020
Upper Confidence Primal-Dual Optimization: Stochastically Constrained Markov Decision Processes with Adversarial Losses and Unknown Transitions.
CoRR, 2020
Appl. Math. Comput., 2020
Proceedings of the 2020 International Conference on Machine Learning and Big Data Analytics for IoT Security and Privacy, 2020
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020
Robust One-Bit Recovery via ReLU Generative Networks: Near-Optimal Statistical Rate and Global Landscape Analysis.
Proceedings of the 37th International Conference on Machine Learning, 2020
Proceedings of the 2020 IEEE International Instrumentation and Measurement Technology Conference, 2020
A linear temperature extraction method from Voigt lineshape profile in laser absorption spectroscopy.
Proceedings of the 2020 IEEE International Instrumentation and Measurement Technology Conference, 2020
Proceedings of the Computer Vision - ECCV 2020 Workshops, 2020
Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020
2019
CoRR, 2019
Robust One-Bit Recovery via ReLU Generative Networks: Improved Statistical Rates and Global Landscape Analysis.
CoRR, 2019
DeepSqueeze: Parallel Stochastic Gradient Descent with Double-Pass Error-Compensated Compression.
CoRR, 2019
Proceedings of the 48th International Conference on Parallel Processing, 2019
Proceedings of the Database Systems for Advanced Applications, 2019
Proceedings of the Cyber Security Intelligence and Analytics, 2019
Which Factorization Machine Modeling Is Better: A Theoretical Answer with Optimal Guarantee.
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019
2018
Identifying Genetic Risk Factors for Alzheimer's Disease via Shared Tree-Guided Feature Learning Across Multiple Tasks.
IEEE Trans. Knowl. Data Eng., 2018
GESF: A Universal Discriminative Mapping Mechanism for Graph Representation Learning.
CoRR, 2018
Chinese News Text Classification of the Stacked Denoising Auto Encoder Based on Adaptive Learning Rate and Additional Momentum Item.
Proceedings of the Advances in Neural Networks - ISNN 2018, 2018
2017
An Improved Estimation of Regional Fractional Woody/Herbaceous Cover Using Combined Satellite Data and High-Quality Training Samples.
Remote. Sens., 2017
Proceedings of the 2017 SIAM International Conference on Data Mining, 2017
Proceedings of the Advances in Neural Networks - ISNN 2017 - 14th International Symposium, 2017
Inertia parameter and attitude estimation of space noncooperative tumbling target based on a two-step method.
Proceedings of the IECON 2017 - 43rd Annual Conference of the IEEE Industrial Electronics Society, Beijing, China, October 29, 2017
Proceedings of the 37th IEEE International Conference on Distributed Computing Systems, 2017
Proceedings of the 13th IEEE International Conference on e-Science, 2017
2016
Synthesis and Characterization of Magnetic Polyvinyl Alcohol (PVA) Hydrogel Microspheres for the Embolization of Blood Vessel.
IEEE Trans. Biomed. Eng., 2016
Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2016
A comparative evaluation: Different methods for simplifying the deep compositional features.
Proceedings of the IEEE International Conference on Multimedia and Expo, 2016
2015
2014
Proceedings of the Conceptual Modeling - 33rd International Conference, 2014
2013
Proceedings of the 13th IEEE/ACM International Symposium on Cluster, 2013
Proceedings of the 2013 IEEE International Conference on Big Data (IEEE BigData 2013), 2013
2012
Proceedings of the ACM Symposium on Applied Computing, 2012
2005
NOAA operational hydrological products derived from the advanced microwave sounding unit.
IEEE Trans. Geosci. Remote. Sens., 2005