Han Wang

Multimodal DeepResearcher: Generating Text-Chart Interleaved Reports from Scratch with Agentic Framework AAAI 2026 FreeAskWorld: An Interactive and Closed-Loop Simulator for Human-Centric Embodied AI AAAI 2026 Multi-Agent VLMs Guided Self-Training with PNU Loss for Low-Resource Offensive Content Detection AAAI 2026 R-Tuning: Wavelet-Decomposed Replay and Semantic Alignment for Continual Adaptation of Pretrained Time-Series Models AAAI 2026 MEML-GRPO: Heterogeneous Multi-Expert Mutual Learning for RLVR Advancement AAAI 2026 The Emperor’s New Clothes in Benchmarking? A Rigorous Examination of Mitigation Strategies for LLM Benchmark Data Contamination ICML 2025 MimicMotion: High-Quality Human Motion Video Generation with Confidence-aware Pose Guidance ICML 2025 Apollo-Forecast: Overcoming Aliasing and Inference Speed Challenges in Language Models for Time Series Forecasting AAAI 2025 A Bounding Box is Worth One Token - Interleaving Layout and Text in a Large Language Model for Document Understanding ACL 2025 Steering Away from Harm: An Adaptive Approach to Defending Vision Language Model Against Jailbreaks CVPR 2025 An Empirical Study of LLM Reasoning Ability Under Strict Output Length Constraint EMNLP 2025 AlphaOne: Reasoning Models Thinking Slow and Fast at Test Time EMNLP 2025 WildDoc: How Far Are We from Achieving Comprehensive and Robust Document Understanding in the Wild? EMNLP 2025 AdaCAD: Adaptively Decoding to Balance Conflicts between Contextual and Parametric Knowledge NAACL 2025 Dynamic-VLM: Simple Dynamic Visual Token Compression for VideoLLM ICCV 2025 Cross-modal Ship Re-Identification via Optical and SAR Imagery: A Novel Dataset and Method ICCV 2025 Opt-ODENet: Neural ODE Controller Design with Differentiable Optimization Layers for Safety and Stability L4DC 2025 Innovative Thinking, Infinite Humor: Humor Research of Large Language Models through Structured Thought Leaps ICLR 2025 $q$-exponential family for policy optimization ICLR 2025 Fat-to-Thin Policy Optimization: Offline Reinforcement Learning with Sparse Policies ICLR 2025 Learning to Communicate Through Implicit Communication Channels ICLR 2025 GLOMA: Global Video Text Spotting with Morphological Association ICLR 2025 Off-Policy Evaluation under Nonignorable Missing Data ICML 2025 Disentangling Masked Autoencoders for Unsupervised Domain Generalization ECCV 2024 Carbon Market Simulation with Adaptive Mechanism Design IJCAI 2024 Few-Shot Character Understanding in Movies as an Assessment to Meta-Learning of Theory-of-Mind ICML 2024 Momentum for the Win: Collaborative Federated Reinforcement Learning across Heterogeneous Environments ICML 2024 Self-Distillation Bridges Distribution Gap in Language Model Fine-Tuning ACL 2024 Soft Self-Consistency Improves Language Models Agents ACL 2024 Chinese MentalBERT: Domain-Adaptive Pre-training on Social Media for Chinese Mental Health Text Analysis ACL 2024 Bridging OOD Detection and Generalization: A Graph-Theoretic View NIPS 2024 Finite-Time Analysis of On-Policy Heterogeneous Federated Reinforcement Learning ICLR 2024 Exploiting the Replay Memory Before Exploring the Environment: Enhancing Reinforcement Learning Through Empirical MDP Iteration NIPS 2024 Elysium: Exploring Object-level Perception in Videos through Semantic Integration Using MLLMs ECCV 2024 Meta-learning linear quadratic regulators: a policy gradient MAML approach for model-free LQR L4DC 2024 ALI-Agent: Assessing LLMs' Alignment with Human Values via Agent-based Evaluation NIPS 2024 Evaluating GPT-3 Generated Explanations for Hateful Content Moderation IJCAI 2023 PyPose: A Library for Robot Learning With Physics-Based Optimization CVPR 2023 TLM: Token-Level Masking for Transformers EMNLP 2023 The In-Sample Softmax for Offline Reinforcement Learning ICLR 2023 Improved Communication Efficiency in Federated Natural Policy Gradient via ADMM-based Gradient Updates NIPS 2023 Replay Memory as An Empirical MDP: Combining Conservative Estimation with Experience Replay ICLR 2023 FedSysID: A Federated Approach to Sample-Efficient System Identification L4DC 2023 Look Beneath the Surface: Exploiting Fundamental Symmetry for Sample-Efficient Offline RL NIPS 2023 DeepMaven: Deep Question Answering on Long-Distance Movie/TV Show Videos with Multimedia Knowledge Extraction and Synthesis EACL 2023 WINNER: Weakly-Supervised hIerarchical decompositioN and aligNment for Spatio-tEmporal Video gRounding CVPR 2023 Multitask Prompted Training Enables Zero-Shot Task Generalization ICLR 2022 PromptSource: An Integrated Development Environment and Repository for Natural Language Prompts ACL 2022 Ask Question First for Enhancing Lifelong Language Learning COLING 2022 Incorporating Instructional Prompts into a Unified Generative Framework for Joint Multiple Intent Detection and Slot Filling COLING 2022 PTSEFormer: Progressive Temporal-Spatial Enhanced TransFormer towards Video Object Detection ECCV 2022 Language Model Pre-Training with Sparse Latent Typing EMNLP 2022 Learning Linear Models Using Distributed Iterative Hessian Sketching L4DC 2022 Automatic Multi-Label Prompting: Simple and Interpretable Few-Shot Classification NAACL 2022 Personalized Entity Resolution with Dynamic Heterogeneous KnowledgeGraph Representations IJCNLP 2021 Retrieval Enhanced Model for Commonsense Generation IJCNLP 2021 Optimizing NLU Reranking Using Entity Resolution Signals in Multi-domain Dialog Systems NAACL 2021 Entity Resolution in Open-domain Conversations NAACL 2021 Retrieval Enhanced Model for Commonsense Generation ACL 2021 Decomposing Complex Questions Makes Multi-Hop QA Easier and More Interpretable EMNLP 2021 Personalized Entity Resolution with Dynamic Heterogeneous KnowledgeGraph Representations ACL 2021 Entity Linking for Short Text Using Structured Knowledge Graph via Multi-Grained Text Matching INTERSPEECH 2020 Enhancing Generalization in Natural Language Inference by Syntax EMNLP 2020 Shoal: A Network Architecture for Disaggregated Racks NSDI 2019 End-to-end Symmetry Preserving Inter-atomic Potential Energy Model for Finite and Extended Systems NIPS 2018 Language and Domain Independent Entity Linking with Quantified Collective Validation EMNLP 2015 PHY Covert Channels: Can you see the Idles? NSDI 2014 Cross-View Action Recognition over Heterogeneous Feature Spaces ICCV 2013 SoNIC: Precise Realtime Software Access and Control of Wired Networks NSDI 2013