Xiaoyu Chen

Advancing Protein Design via Multi-Agent Reinforcement Learning with Pareto-Based Collaborative Optimization AAAI 2026 PATexGS: Perceptual-Adaptive Texture Scheduling for Visual Coherence in Textured Gaussian Splatting AAAI 2026 Video Prediction Policy: A Generalist Robot Policy with Predictive Visual Representations ICML 2025 The Sample Complexity of Online Strategic Decision Making with Information Asymmetry and Knowledge Transportability ICML 2025 EmoGrowth: Incremental Multi-label Emotion Decoding with Augmented Emotional Relation Graph ICML 2025 HW-TSC’s Submissions to the WMT 2025 Segment-level Quality Score Prediction Task EMNLP 2025 Generative Annotation for ASR Named Entity Correction EMNLP 2025 Binarized Neural Network for Multi-spectral Image Fusion CVPR 2025 UP-VLA: A Unified Understanding and Prediction Model for Embodied Agent ICML 2025 Combining the Best of Both Worlds: A Method for Hybrid NMT and LLM Translation ACL 2025 Prediction with Action: Visual Policy Learning via Joint Denoising Process NIPS 2024 A Novel Paradigm Boosting Translation Capabilities of Large Language Models NAACL 2024 HW-TSC’s Speech to Text Translation System for IWSLT 2024 in Indic track ACL 2024 HW-TSC’s submission to the IWSLT 2024 Subtitling track ACL 2024 HiRT: Enhancing Robotic Control with Hierarchical Robot Transformers CORL 2024 INarIG: Iterative Non-autoregressive Instruct Generation Model For Word-Level Auto Completion EMNLP 2023 Inter-image Contrastive Consistency for Multi-Person Pose Estimation AAAI 2023 Text Style Transfer Back-Translation ACL 2023 Improving Neural Machine Translation Formality Control with Domain Adaptation and Reranking-based Transductive Learning ACL 2023 HW-TSC at IWSLT2023: Break the Quality Ceiling of Offline Track via Pre-Training and Domain Adaptation ACL 2023 The HW-TSC’s Simultaneous Speech-to-Text Translation System for IWSLT 2023 Evaluation ACL 2023 The HW-TSC’s Simultaneous Speech-to-Speech Translation System for IWSLT 2023 Evaluation ACL 2023 Treating General MT Shared Task as a Multi-Domain Adaptation Problem: HW-TSC’s Submission to the WMT23 General MT Shared Task EMNLP 2023 Multifaceted Challenge Set for Evaluating Machine Translation Performance EMNLP 2023 The Path to Continuous Domain Adaptation Improvements by HW-TSC for the WMT23 Biomedical Translation Shared Task EMNLP 2023 HW-TSC’s Submissions to the WMT23 Discourse-Level Literary Translation Shared Task EMNLP 2023 Near-Optimal Quantum Coreset Construction Algorithms for Clustering ICML 2023 On the Power of Pre-training for Generalization in RL: Provable Benefits and Hardness ICML 2023 Towards Generalizable Reinforcement Learning for Trade Execution IJCAI 2023 Flow-based Recurrent Belief State Learning for POMDPs ICML 2022 Human-in-the-loop: Provably Efficient Preference-based Reinforcement Learning with General Function Approximation ICML 2022 HW-TSC’s Participation in the IWSLT 2022 Isometric Spoken Language Translation ACL 2022 HW-TSC Translation Systems for the WMT22 Biomedical Translation Task EMNLP 2022 HW-TSC’s Submissions to the WMT22 Word-Level Auto Completion Task EMNLP 2022 HW-TSC Systems for WMT22 Very Low Resource Supervised MT Task EMNLP 2022 Exploring Robustness of Machine Translation Metrics: A Study of Twenty-Two Automatic Metrics in the WMT22 Metric Task EMNLP 2022 HW-TSC’s Submissions to the WMT 2022 General Machine Translation Shared Task EMNLP 2022 Towards Better Understanding and Better Generalization of Low-shot Classification in Histology Images with Contrastive Learning ICLR 2022 Understanding Domain Randomization for Sim-to-real Transfer ICLR 2022 Near-Optimal Reward-Free Exploration for Linear Mixture MDPs with Plug-in Solver ICLR 2022 HW-TSC Translation Systems for the WMT22 Chat Translation Task EMNLP 2022 An Adaptive Deep RL Method for Non-Stationary Environments with Piecewise Stable Context NIPS 2022 HW-TSC’s Participation in the WMT 2021 News Translation Shared Task EMNLP 2021 WeNet: Production Oriented Streaming and Non-Streaming End-to-End Speech Recognition Toolkit INTERSPEECH 2021 HW-TSC’s Submissions to the WMT21 Biomedical Translation Task EMNLP 2021 Efficient Reinforcement Learning in Factored MDPs with Application to Constrained RL ICLR 2021 Near-Optimal Representation Learning for Linear Bandits and Linear RL ICML 2021 HW-TSC’s Participation in the WMT 2021 Large-Scale Multilingual Translation Task EMNLP 2021 HW-TSC’s Participation in the WMT 2021 Triangular MT Shared Task EMNLP 2021 Distributional Reinforcement Learning for Multi-Dimensional Reward Functions NIPS 2021 (Locally) Differentially Private Combinatorial Semi-Bandits ICML 2020 Q-learning with UCB Exploration is Sample Efficient for Infinite-Horizon MDP ICLR 2020 Distributed Bandit Learning: Near-Optimal Regret with Efficient Communication ICLR 2020 Relation Extraction with Contextualized Relation Embedding (CRE) EMNLP 2020 HW-TSC’s Participation in the WAT 2020 Indic Languages Multilingual Task AACL 2020