CogKGE: A Knowledge Graph Embedding Toolkit and Benchmark for Representing Multi-source and Heterogeneous Knowledge. - Zhuoran Jin; Tianyi Men; Hongbang Yuan; Zhitao He 001; Dianbo Sui; Chenhao Wang 004; Zhipeng Xue; Yubo Chen 001; Jun Zhao 001 (ACL (demo), 2022)

CogKTR: A Knowledge-Enhanced Text Representation Toolkit for Natural Language Understanding. - Zhuoran Jin; Tianyi Men; Hongbang Yuan; Yuyang Zhou; Pengfei Cao; Yubo Chen 001; Zhipeng Xue; Kang Liu 001; Jun Zhao 001 (EMNLP (Demos), 2022)

Unlocking the Future: Exploring Look-Ahead Planning Mechanistic Interpretability in Large Language Models. - Tianyi Men; Pengfei Cao; Zhuoran Jin; Yubo Chen 001; Kang Liu 001; Jun Zhao 001 (EMNLP, 2024)

RAG-RewardBench: Benchmarking Reward Models in Retrieval Augmented Generation for Preference Alignment. - Zhuoran Jin; Hongbang Yuan; Tianyi Men; Pengfei Cao; Yubo Chen 001; Kang Liu 001; Jun Zhao 001 (CoRR, 2024)

RAG-RewardBench: Benchmarking Reward Models in Retrieval Augmented Generation for Preference Alignment. - Zhuoran Jin; Hongbang Yuan; Tianyi Men; Pengfei Cao; Yubo Chen 001; Jiexin Xu; Huaijun Li; Xiaojian Jiang; Kang Liu 001; Jun Zhao 001 (ACL (Findings), 2025)

A Troublemaker with Contagious Jailbreak Makes Chaos in Honest Towns. - Tianyi Men; Pengfei Cao; Zhuoran Jin; Yubo Chen 001; Kang Liu 001; Jun Zhao 001 (ACL (1), 2025)

Agent-RewardBench: Towards a Unified Benchmark for Reward Modeling across Perception, Planning, and Safety in Real-World Multimodal Agents. - Tianyi Men; Zhuoran Jin; Pengfei Cao; Yubo Chen 001; Kang Liu 001; Jun Zhao 001 (ACL (1), 2025)

Large Language Models for Planning: A Comprehensive and Systematic Survey. - Pengfei Cao; Tianyi Men; Wencan Liu; Jingwen Zhang; Xuzhao Li; Xixun Lin; Dianbo Sui; Yanan Cao; Kang Liu 001; Jun Zhao 001 (CoRR, 2025)