← Authors

Chenliang Li

57 papers · 2018–2026 · 15 conferences · across top CS/AI conferences

Achievements

🌍 Conference Polyglot (15) 🐝 Cross-Pollinator (14) πŸƒ Academic Marathon (7) 🌈 Renaissance Researcher (5) πŸŒ‰ Interdisciplinary Bridge πŸ—ΊοΈ Taxonomy Completionist (10) 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🀝 Dynamic Duo (25) πŸ† Grand Slam πŸ”¬ Deep Specialist (13) 🧬 Topic Evolution πŸ† Keyword Champion (6) ⚑ Prolific Year (7) πŸ—ƒοΈ Keyword Collector (257) πŸ“ˆ Trend Setter πŸ’Ž Century Club (56) πŸš€ Conference Pioneer πŸ”₯ Unstoppable (8)

Conferences

ACL (15) EMNLP (9) AAAI (6) COLING (5) IJCAI (5) IJCNLP (5) NIPS (3) ICCV (2) AACL (1) AISTATS (1) CORL (1) ICLR (1) ICML (1) NAACL (1) SEMEVAL (1)

Top co-authors

Ming Yan (26) Fei Huang (16) Bin Bi (15) Songfang Huang (14) Haiyang Xu (12) Wei Wang (11) Ji Zhang (9) Lixin Zou (8) Qinghao Ye (7) Mingyi Hong (6)

Keywords

generative question answering (6) multimodal learning (6) transfer learning (5) pre-trained language model (4) large language model (4) graph neural network (4) machine reading comprehension (4) vision-language pre-training (4) inverse reinforcement learning (4) text classification (3) visual representation (3) image captioning (3) propaganda detection (3) visual question answering (3) multimodal fusion (3) answer generation (3) object detection (2) representation learning (2) bayesian inference (2) imitation learning (2)

Papers

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