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papers

Publications (16)

Invisible Prompts, Visible Threats: Malicious Font Injection in External Resources for Large Language Models

Junjie Xiong, Changjia Zhu, Shuhang Lin +4

BattleAgent: Multi-modal Dynamic Emulation on Historical Battles to Complement Historical Analysis

Shuhang Lin, Wenyue Hua, Lingyao Li +7

LiteCUA: Computer as MCP Server for Computer-Use Agent on AIOS

Kai Mei, Xi Zhu, Hang Gao +2

Layer-Level Self-Exposure and Patch: Affirmative Token Mitigation for Jailbreak Attack Defense

Yang Ouyang, Hengrui Gu, Shuhang Lin +6

Meet Dynamic Individual Preferences: Resolving Conflicting Human Value with Paired Fine-Tuning

Shanyong Wang, Shuhang Lin, Yining Zhao +2

RAGRouter-Bench: A Dataset and Benchmark for Adaptive RAG Routing

Ziqi Wang, Xi Zhu, Shuhang Lin +3

Conformal Path Reasoning: Trustworthy Knowledge Graph Question Answering via Path-Level Calibration

Shuhang Lin, Chuhao Zhou, Xiao Lin +5

Know the Ropes: A Heuristic Strategy for LLM-based Multi-Agent System Design

Zhenkun Li, Lingyao Li, Shuhang Lin +1

FactTest: Factuality Testing in Large Language Models with Finite-Sample and Distribution-Free Guarantees

Fan Nie, Xiaotian Hou, Shuhang Lin +3

Cache Mechanism for Agent RAG Systems

Shuhang Lin, Zhencan Peng, Lingyao Li +3

Node-as-Agent: Graph Agentic Network

Minghao Guo, Xi Zhu, Qingyue Jiao +7

CTkvr: KV Cache Retrieval for Long-Context LLMs via Centroid then Token Indexing

Kuan Lu, Shuhang Lin, Sai Wu +7

MPO: An Efficient Post-Processing Framework for Mixing Diverse Preference Alignment

Tianze Wang, Dongnan Gui, Yifan Hu +2

OmniRouter: Budget and Performance Controllable Multi-LLM Routing

Kai Mei, Wujiang Xu, Minghao Guo +2

DenseSteer: Steering Small Language Models towards Dense Math Reasoning

Yang Ouyang, Shuhang Lin, Jung-Eun Kim

Disentangling Logic: The Role of Context in Large Language Model Reasoning Capabilities

Wenyue Hua, Kaijie Zhu, Lingyao Li +7