Chenliang Li

ProFuser: Progressive Fusion of Large Language Models AAAI 2026 Writing-RL: Advancing Long-form Writing via Adaptive Curriculum Reinforcement Learning ACL 2026 MUSEG: Reinforcing Video Temporal Understanding via Timestamp-Aware Multi-Segment Grounding ACL 2026 Token-level Preference Self-Alignment Optimization for Multi-style Outline Controllable Generation ACL 2025 Understanding Inverse Reinforcement Learning under Overparameterization: Non-Asymptotic Analysis and Global Optimality AISTATS 2025 META-LORA: Memory-Efficient Sample Reweighting for Fine-Tuning Large Language Models COLING 2025 Weak-to-Strong Honesty Alignment via Learning-to-Rank Supervision ACL 2025 AIGuard: A Benchmark and Lightweight Detection for E-commerce AIGC Risks ACL 2025 Joint Reward and Policy Learning with Demonstrations and Human Feedback Improves Alignment ICLR 2025 Flow Matching Based Sequential Recommender Model IJCAI 2025 Mitigating Language Confusion through Inference-time Intervention COLING 2025 CharacterCraft: Bridging the Literature-Reality Dialogue Gap for Practical Role-Playing Agents EMNLP 2025 Unifying Latent and Lexicon Representations for Effective Video-Text Retrieval COLING 2024 Small LLMs Are Weak Tool Learners: A Multi-LLM Agent EMNLP 2024 Getting More Juice Out of the SFT Data: Reward Learning from Human Demonstration Improves SFT for LLM Alignment NIPS 2024 Dependency Structure-Enhanced Graph Attention Networks for Event Detection AAAI 2024 SocialBench: Sociality Evaluation of Role-Playing Conversational Agents ACL 2024 Semantics-enhanced Cross-modal Masked Image Modeling for Vision-Language Pre-training COLING 2024 Efficient Sparse Attention needs Adaptive Token Release ACL 2024 Learning Trajectory-Word Alignments for Video-Language Tasks ICCV 2023 ModelScope-Agent: Building Your Customizable Agent System with Open-source Large Language Models EMNLP 2023 UReader: Universal OCR-free Visually-situated Language Understanding with Multimodal Large Language Model EMNLP 2023 When Demonstrations meet Generative World Models: A Maximum Likelihood Framework for Offline Inverse Reinforcement Learning NIPS 2023 mPLUG-2: A Modularized Multi-modal Foundation Model Across Text, Image and Video ICML 2023 A Bayesian Approach to Robust Inverse Reinforcement Learning CORL 2023 Joint Document-Level Event Extraction via Token-Token Bidirectional Event Completed Graph ACL 2023 Transforming Visual Scene Graphs to Image Captions ACL 2023 BUS: Efficient and Effective Vision-Language Pre-Training with Bottom-Up Patch Summarization. ICCV 2023 Global Inference with Explicit Syntactic and Discourse Structures for Dialogue-Level Relation Extraction IJCAI 2022 Inheriting the Wisdom of Predecessors: A Multiplex Cascade Framework for Unified Aspect-based Sentiment Analysis IJCAI 2022 Maximum-Likelihood Inverse Reinforcement Learning with Finite-Time Guarantees NIPS 2022 mPLUG: Effective and Efficient Vision-Language Learning by Cross-modal Skip-connections EMNLP 2022 TRIPS: Efficient Vision-and-Language Pre-training with Text-Relevant Image Patch Selection EMNLP 2022 Adaptive Feature Discrimination and Denoising for Asymmetric Text Matching COLING 2022 StructuralLM: Structural Pre-training for Form Understanding IJCNLP 2021 A Unified Pretraining Framework for Passage Ranking and Expansion AAAI 2021 E2E-VLP: End-to-End Vision-Language Pre-training Enhanced by Visual Learning ACL 2021 StructuralLM: Structural Pre-training for Form Understanding ACL 2021 Addressing Semantic Drift in Generative Question Answering with Auxiliary Extraction ACL 2021 MinD at SemEval-2021 Task 6: Propaganda Detection using Transfer Learning and Multimodal Fusion ACL 2021 Pattern-enhanced Contrastive Policy Learning Network for Sequential Recommendation IJCAI 2021 E2E-VLP: End-to-End Vision-Language Pre-training Enhanced by Visual Learning IJCNLP 2021 Addressing Semantic Drift in Generative Question Answering with Auxiliary Extraction IJCNLP 2021 MinD at SemEval-2021 Task 6: Propaganda Detection using Transfer Learning and Multimodal Fusion IJCNLP 2021 MinD at SemEval-2021 Task 6: Propaganda Detection using Transfer Learning and Multimodal Fusion SEMEVAL 2021 CASE: Context-Aware Semantic Expansion AAAI 2020 Generating Well-Formed Answers by Machine Reading with Stochastic Selector Networks AAAI 2020 PALM: Pre-training an Autoencoding&Autoregressive Language Model for Context-conditioned Generation EMNLP 2020 Dependency Graph Enhanced Dual-transformer Structure for Aspect-based Sentiment Classification ACL 2020 MATINF: A Jointly Labeled Large-Scale Dataset for Classification, Question Answering and Summarization ACL 2020 Pre-train and Plug-in: Flexible Conditional Text Generation with Variational Auto-Encoders ACL 2020 UnihanLM: Coarse-to-Fine Chinese-Japanese Language Model Pretraining with the Unihan Database AACL 2020 A Review-Driven Neural Model for Sequential Recommendation IJCAI 2019 Incorporating External Knowledge into Machine Reading for Generative Question Answering IJCNLP 2019 Logic Attention Based Neighborhood Aggregation for Inductive Knowledge Graph Embedding AAAI 2019 Incorporating External Knowledge into Machine Reading for Generative Question Answering EMNLP 2019 S2SPMN: A Simple and Effective Framework for Response Generation with Relevant Information EMNLP 2018 A Deep Relevance Model for Zero-Shot Document Filtering ACL 2018 Guiding Generation for Abstractive Text Summarization Based on Key Information Guide Network NAACL 2018