Publications

(2025). Topological Structure Learning Should Be A Research Priority for LLM-Based Multi-Agent Systems. arXiv.
(2024). AgentReview: Exploring Peer Review Dynamics with LLM Agents. EMNLP'24.
(2024). Towards Fair Graph Anomaly Detection: Problem, Benchmark Datasets, and Evaluation. CIKM'24.
(2024). CompeteAI: Understanding the Competition Dynamics of Large Language Model-based Agents. ICML'24.
(2024). SlideAgent: Hierarchical Agentic Framework for Multi-Page Visual Document Understanding. arXiv.
(2024). Prototypical Reward Network for Data-Efficient RLHF. ACL'24.
(2024). MM-SOC: Benchmarking Multimodal Large Language Models in Social Media Platforms. ACL'24.
(2024). Better to Ask in English: Cross-Lingual Evaluation of Large Language Models for Healthcare Queries. WWW'24.
(2023). Semi-Offline Reinforcement Learning for Optimized Text Generation. ICML'23.