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Wei Xiong

43 papers · 2017–2025 · 12 conferences · across top CS/AI conferences

Achievements

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+13 more ↓ πŸƒ Academic Marathon (8) 🐝 Cross-Pollinator (14) 🌍 Conference Polyglot (12) πŸŒ‰ Interdisciplinary Bridge 🌈 Renaissance Researcher (7)
πŸ—ΊοΈ Taxonomy Completionist (69) 🐣 Hot Topic Early Bird 🌍 Conference Polyglot (12) 🀝 Dynamic Duo (14) πŸ‘‘ Triple Crown πŸ† Grand Slam 🧬 Topic Evolution πŸ† Keyword Champion (2) πŸ’Ž Century Club (43) ⚑ Prolific Year (13) πŸš€ Conference Pioneer πŸ”₯ Unstoppable (9) πŸ—ƒοΈ Keyword Collector (165)

Conferences

ICML (8) CVPR (7) NIPS (6) ECCV (5) EMNLP (4) ICLR (4) ACL (2) ICCV (2) NAACL (2) AAAI (1) AISTATS (1) SEMEVAL (1)

Papers

DIVE: Taming DINO for Subject-Driven Video Editing ICCV 2025 Building Math Agents with Multi-Turn Iterative Preference Learning ICLR 2025 RRM: Robust Reward Model Training Mitigates Reward Hacking ICLR 2025 MetaShadow: Object-Centered Shadow Detection, Removal, and Synthesis CVPR 2025 Not All Voices Are Rewarded Equally: Probing and Repairing Reward Models across Human Diversity EMNLP 2025 Refine-by-Align: Reference-Guided Artifacts Refinement through Semantic Alignment ICLR 2025 From Lists to Emojis: How Format Bias Affects Model Alignment ACL 2025 Logarithmic Regret for Online KL-Regularized Reinforcement Learning ICML 2025 LLM Alignment as Retriever Optimization: An Information Retrieval Perspective ICML 2025 DPO Meets PPO: Reinforced Token Optimization for RLHF ICML 2025 polyBART: A Chemical Linguist for Polymer Property Prediction and Generative Design EMNLP 2025 Mitigating the Alignment Tax of RLHF EMNLP 2024 Interpretable Preferences via Multi-Objective Reward Modeling and Mixture-of-Experts EMNLP 2024 Relightful Harmonization: Lighting-aware Portrait Background Replacement CVPR 2024 LMFlow: An Extensible Toolkit for Finetuning and Inference of Large Foundation Models NAACL 2024 Online Iterative Reinforcement Learning from Human Feedback with General Preference Model NIPS 2024 Earthfarsser: Versatile Spatio-Temporal Dynamical Systems Modeling in One Model AAAI 2024 Arithmetic Control of LLMs for Diverse User Preferences: Directional Preference Alignment with Multi-Objective Rewards ACL 2024 Iterative Preference Learning from Human Feedback: Bridging Theory and Practice for RLHF under KL-constraint ICML 2024 InstantBooth: Personalized Text-to-Image Generation without Test-Time Finetuning CVPR 2024 IMPRINT: Generative Object Compositing by Learning Identity-Preserving Representation CVPR 2024 SwapAnything: Enabling Arbitrary Object Swapping in Personalized Image Editing ECCV 2024 Strengthening Multimodal Large Language Model with Bootstrapped Preference Optimization ECCV 2024 WAS: Dataset and Methods for Artistic Text Segmentation ECCV 2024 Provably Efficient Offline Reinforcement Learning with Perturbed Data Sources ICML 2023 Corruption-Robust Algorithms with Uncertainty Weighting for Nonlinear Contextual Bandits and Markov Decision Processes ICML 2023 PHOTOSWAP: Personalized Subject Swapping in Images NIPS 2023 Maximize to Explore: One Objective Function Fusing Estimation, Planning, and Exploration NIPS 2023 Nearly Minimax Optimal Offline Reinforcement Learning with Linear Function Approximation: Single-Agent MDP and Markov Game ICLR 2023 ZhichunRoad at SemEval-2022 Task 2: Adversarial Training and Contrastive Learning for Multiword Representations SEMEVAL 2022 A Self-Play Posterior Sampling Algorithm for Zero-Sum Markov Games ICML 2022 Pessimistic Minimax Value Iteration: Provably Efficient Equilibrium Learning from Offline Datasets ICML 2022 ZhichunRoad at SemEval-2022 Task 2: Adversarial Training and Contrastive Learning for Multiword Representations NAACL 2022 Distributional Reinforcement Learning for Multi-Dimensional Reward Functions NIPS 2021 Heterogeneous Multi-player Multi-armed Bandits: Closing the Gap and Generalization NIPS 2021 (Almost) Free Incentivized Exploration from Decentralized Learning Agents NIPS 2021 Example-Guided Image Synthesis using Masked Spatial-Channel Attention and Self-Supervision ECCV 2020 Decentralized Multi-player Multi-armed Bandits with No Collision Information AISTATS 2020 Fine-Grained Image-to-Image Transformation Towards Visual Recognition CVPR 2020 Foreground-Aware Image Inpainting CVPR 2019 Learning to Generate Time-Lapse Videos Using Multi-Stage Dynamic Generative Adversarial Networks CVPR 2018 Focus, Segment and Erase: An Efficient Network for Multi-Label Brain Tumor Segmentation ECCV 2018 Regional Interactive Image Segmentation Networks ICCV 2017