Renmin University of China

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Recent Activity

KID-22 authored a paper 7 days ago

OneRank: Unified Transformer-Native Ranking Architecture for Multi-Task Recommendation

zstanjj authored a paper 19 days ago

From Prompt Injection to Persistent Control: Defending Agentic Harness Against Trojan Backdoors

zstanjj submitted a paper 23 days ago

From Prompt Injection to Persistent Control: Defending Agentic Harness Against Trojan Backdoors

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Papers

Towards Verifiable Multimodal Deep Research: A Multi-Agent Harness for Interleaved Report Generation

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

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authored a paper 13 days ago

Toward Generalist Autonomous Research via Hypothesis-Tree Refinement

Paper • 2606.11926 • Published 14 days ago • 117

submitted a paper to Daily Papers 26 days ago

Towards Verifiable Multimodal Deep Research: A Multi-Agent Harness for Interleaved Report Generation

Paper • 2605.29861 • Published 27 days ago • 16

authored a paper 2 months ago

Learning to Retrieve from Agent Trajectories

Paper • 2604.04949 • Published Mar 30 • 72

authored a paper 2 months ago

Agent-World: Scaling Real-World Environment Synthesis for Evolving General Agent Intelligence

Paper • 2604.18292 • Published Apr 20 • 87

authored a paper 2 months ago

MultiWorld: Scalable Multi-Agent Multi-View Video World Models

Paper • 2604.18564 • Published Apr 20 • 47

submitted a paper to Daily Papers 2 months ago

Agent-World: Scaling Real-World Environment Synthesis for Evolving General Agent Intelligence

Paper • 2604.18292 • Published Apr 20 • 87

submitted a paper to Daily Papers 2 months ago

MultiWorld: Scalable Multi-Agent Multi-View Video World Models

Paper • 2604.18564 • Published Apr 20 • 47

submitted a paper to Daily Papers 3 months ago

Learning to Retrieve from Agent Trajectories

Paper • 2604.04949 • Published Mar 30 • 72

submitted a paper to Daily Papers 3 months ago

How Well Does Generative Recommendation Generalize?

Paper • 2603.19809 • Published Mar 20 • 11

submitted a paper to Daily Papers 3 months ago

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

Paper • 2603.14465 • Published Mar 15 • 23

authored a paper 4 months ago

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

Paper • 2603.03379 • Published Mar 3 • 32

submitted a paper to Daily Papers 4 months ago

LaSER: Internalizing Explicit Reasoning into Latent Space for Dense Retrieval

Paper • 2603.01425 • Published Mar 2 • 7

authored 4 papers 4 months 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 4 months ago

LawThinker: A Deep Research Legal Agent in Dynamic Environments

Paper • 2602.12056 • Published Feb 12 • 35

submitted a paper to Daily Papers 4 months ago

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

Paper • 2602.11541 • Published Feb 12 • 2

authored 2 papers 4 months ago

Controllable Preference Optimization: Toward Controllable Multi-Objective Alignment

Paper • 2402.19085 • Published Feb 29, 2024

OptDist: Learning Optimal Distribution for Customer Lifetime Value Prediction

Paper • 2408.08585 • Published Aug 16, 2024