Renmin University of China

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Recent Activity

dongguanting authored a paper about 1 month ago

Toward Generalist Autonomous Research via Hypothesis-Tree Refinement

SnowNation submitted a paper about 2 months ago

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

LulaCola authored a paper 2 months ago

The Many Faces of On-Policy Distillation: Pitfalls, Mechanisms, and Fixes

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Papers

SpreadsheetBench 2: Evaluating Agents on End-to-End Business Spreadsheet Workflows

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

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authored a paper about 1 month ago

Toward Generalist Autonomous Research via Hypothesis-Tree Refinement

Paper • 2606.11926 • Published Jun 10 • 128

authored a paper about 2 months ago

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

Paper • 2605.31042 • Published May 29 • 19

submitted a paper to Daily Papers about 2 months ago

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

Paper • 2605.31042 • Published May 29 • 19

submitted a paper to Daily Papers about 2 months ago

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

Paper • 2605.29861 • Published May 28 • 16

authored 4 papers 3 months ago

Revisiting the Necessity of Lengthy Chain-of-Thought in Vision-centric Reasoning Generalization

Paper • 2511.22586 • Published Nov 27, 2025 • 7

VIPER: Process-aware Evaluation for Generative Video Reasoning

Paper • 2512.24952 • Published Dec 31, 2025

Sticker-TTS: Learn to Utilize Historical Experience with a Sticker-driven Test-Time Scaling Framework

Paper • 2509.05007 • Published Sep 5, 2025

Improving Vision-language Models with Perception-centric Process Reward Models

Paper • 2604.24583 • Published Apr 27 • 3

submitted a paper to Daily Papers 3 months ago

Improving Vision-language Models with Perception-centric Process Reward Models

Paper • 2604.24583 • Published Apr 27 • 3

authored a paper 3 months ago

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

Paper • 2604.18292 • Published Apr 20 • 89

submitted a paper to Daily Papers 3 months ago

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

Paper • 2604.18292 • Published Apr 20 • 89

submitted a paper to Daily Papers 3 months ago

DiningBench: A Hierarchical Multi-view Benchmark for Perception and Reasoning in the Dietary Domain

Paper • 2604.10425 • Published Apr 12 • 3

authored a paper 3 months ago

ChemVTS-Bench: Evaluating Visual-Textual-Symbolic Reasoning of Multimodal Large Language Models in Chemistry

Paper • 2511.17909 • Published Nov 22, 2025 • 1

authored 2 papers 3 months ago

ViPER: Empowering the Self-Evolution of Visual Perception Abilities in Vision-Language Model

Paper • 2510.24285 • Published Oct 28, 2025 • 3

FinRpt: Dataset, Evaluation System and LLM-based Multi-agent Framework for Equity Research Report Generation

Paper • 2511.07322 • Published Nov 10, 2025

submitted a paper to Daily Papers 4 months ago

Learning to Retrieve from Agent Trajectories

Paper • 2604.04949 • Published Mar 30 • 72

authored a paper 4 months ago

How Well Does Generative Recommendation Generalize?

Paper • 2603.19809 • Published Mar 20 • 11

submitted a paper to Daily Papers 4 months ago

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

Paper • 2603.14465 • Published Mar 15 • 23

authored 2 papers 5 months 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