Tianyi Men
- Large Language Models for Planning: A Comprehensive and Systematic Survey
2025/05/26 by Pengfei Cao, Cao, Pengfei, Tianyi Men +16 · 11 citations
Social Sciences · Engineering · #Geographic Information Systems Studies #Smart Cities and Technologies
- RAG-RewardBench: Benchmarking Reward Models in Retrieval Augmented Generation for Preference Alignment
2024/12/18 by Zhuoran Jin, Jin, Zhuoran, Hongbang Yuan +11 · 6 citations
Computer Science · #Recommender Systems and Techniques
- Unlocking the Future: Exploring Look-Ahead Planning Mechanistic Interpretability in Large Language Models
2024/06/23 by Tianyi Men, Pengfei Cao, Men, Tianyi +9 · 3 citations
Computer Science · #Natural Language Processing Techniques #Topic Modeling
- Agent-RewardBench: Towards a Unified Benchmark for Reward Modeling across Perception, Planning, and Safety in Real-World Multimodal Agents
2025/06/26 by Tianyi Men, Zhuoran Jin, Men, Tianyi +9 · 5 citations
Computer Science · Psychology · #Advanced Text Analysis Techniques #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Human-Automation Interaction and Safety #Multi-Agent Systems and Negotiation
- A Troublemaker with Contagious Jailbreak Makes Chaos in Honest Towns
2024/10/21 by Tianyi Men, Pengfei Cao, Men, Tianyi +9 · 1 citation
Social Sciences · #Computation and Language (cs.CL) #Crime Patterns and Interventions #Crime, Illicit Activities, and Governance #FOS: Computer and information sciences
- The Physics of Multi-Turn Long-Horizon Planning: From Pre-training to Post-training via Single- and Multi-Teacher On-Policy Agentic Distillation
2026/07/27 by Tianyi Men, Zhuoran Jin, Kang Liu +1
#cs.CL #cs.AI #cs.LG