Renmin University of China

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Recent Activity

KID-22 submitted a paper 5 days ago

Learning to Retrieve from Agent Trajectories

ztguo authored a paper 21 days ago

How Well Does Generative Recommendation Generalize?

hyp1231 submitted a paper 21 days ago

How Well Does Generative Recommendation Generalize?

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Papers

AgentProcessBench: Diagnosing Step-Level Process Quality in Tool-Using Agents

LawThinker: A Deep Research Legal Agent in Dynamic Environments

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submitted a paper to Daily Papers 5 days ago

Learning to Retrieve from Agent Trajectories

Paper • 2604.04949 • Published 14 days ago • 67

authored a paper 21 days ago

How Well Does Generative Recommendation Generalize?

Paper • 2603.19809 • Published 24 days ago • 11

submitted a paper to Daily Papers 26 days ago

AgentProcessBench: Diagnosing Step-Level Process Quality in Tool-Using Agents

Paper • 2603.14465 • Published 29 days ago • 23

authored a paper about 1 month ago

MemSifter: Offloading LLM Memory Retrieval via Outcome-Driven Proxy Reasoning

Paper • 2603.03379 • Published Mar 3 • 32

authored 2 papers about 1 month ago

MemSifter: Offloading LLM Memory Retrieval via Outcome-Driven Proxy Reasoning

Paper • 2603.03379 • Published Mar 3 • 32

Memory Matters More: Event-Centric Memory as a Logic Map for Agent Searching and Reasoning

Paper • 2601.04726 • Published Jan 8 • 9

submitted a paper to Daily Papers about 1 month ago

MemSifter: Offloading LLM Memory Retrieval via Outcome-Driven Proxy Reasoning

Paper • 2603.03379 • Published Mar 3 • 32

submitted a paper to Daily Papers about 1 month ago

LLaDA-o: An Effective and Length-Adaptive Omni Diffusion Model

Paper • 2603.01068 • Published Mar 1 • 22

authored 4 papers about 1 month ago

ToolScope: An Agentic Framework for Vision-Guided and Long-Horizon Tool Use

Paper • 2510.27363 • Published Oct 31, 2025 • 23

V-Thinker: Interactive Thinking with Images

Paper • 2511.04460 • Published Nov 6, 2025 • 98

SmartSearch: Process Reward-Guided Query Refinement for Search Agents

Paper • 2601.04888 • Published Jan 8 • 10

OmniGAIA: Towards Native Omni-Modal AI Agents

Paper • 2602.22897 • Published Feb 26 • 53

submitted a paper to Daily Papers about 2 months ago

DeepImageSearch: Benchmarking Multimodal Agents for Context-Aware Image Retrieval in Visual Histories

Paper • 2602.10809 • Published Feb 11 • 59

authored a paper about 2 months ago

DeepImageSearch: Benchmarking Multimodal Agents for Context-Aware Image Retrieval in Visual Histories

Paper • 2602.10809 • Published Feb 11 • 59

authored a paper about 2 months ago

Budget-Constrained Agentic Large Language Models: Intention-Based Planning for Costly Tool Use

Paper • 2602.11541 • Published Feb 12 • 2

authored a paper about 2 months ago

LawThinker: A Deep Research Legal Agent in Dynamic Environments

Paper • 2602.12056 • Published Feb 12 • 34

submitted a paper to Daily Papers about 2 months ago

LawThinker: A Deep Research Legal Agent in Dynamic Environments

Paper • 2602.12056 • Published Feb 12 • 34

submitted a paper to Daily Papers about 2 months ago

Budget-Constrained Agentic Large Language Models: Intention-Based Planning for Costly Tool Use

Paper • 2602.11541 • Published Feb 12 • 2

submitted a paper to Daily Papers 2 months ago

DLLM-Searcher: Adapting Diffusion Large Language Model for Search Agents

Paper • 2602.07035 • Published Feb 3 • 30

authored a paper 2 months ago

MR$^2$-Bench: Going Beyond Matching to Reasoning in Multimodal Retrieval

Paper • 2509.26378 • Published Sep 30, 2025