← Authors

Xiaoyu Chen

55 papers · 2020–2026 · 12 conferences · across top CS/AI conferences

Achievements

🐣 Hot Topic Early Bird 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (12) 🏃 Academic Marathon (5) 🐝 Cross-Pollinator (10) 🌈 Renaissance Researcher (10) 🗺️ Taxonomy Completionist (81) 🔬 Deep Specialist (22) 🧬 Topic Evolution 👑 Triple Crown 🤝 Dynamic Duo (28) 🏆 Grand Slam 🚀 Conference Pioneer 💎 Century Club (53) 🔥 Unstoppable (6) 🗃️ Keyword Collector (195) ⚡ Prolific Year (8)

Conferences

EMNLP (18) ICML (10) ACL (9) ICLR (6) AAAI (3) NIPS (3) AACL (1) CORL (1) CVPR (1) IJCAI (1) INTERSPEECH (1) NAACL (1)

Top co-authors

Daimeng Wei (28) Hao Yang (28) Zongyao Li (28) Hengchao Shang (28) Zhanglin Wu (25) Jiaxin Guo (22) Lizhi Lei (20) Zhengzhe Yu (19) Shaojun Li (14) Zhiqiang Rao (14)

Keywords

machine translation (16) neural machine translation (14) back translation (11) automatic speech recognition (6) multilingual translation (6) transformer architecture (6) domain adaptation (6) transformer model (5) data augmentation (4) model ensemble (3) regret bound (3) reinforcement learning (3) knowledge distillation (3) biomedical translation (3) data selection (2) bleu score (2) belief state (2) translation quality (2) representation learning (2) ensemble learning (2)

Papers

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