Zhisong Qiu

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upvoted a paper 1 day ago

SkillAdaptor: Self-Adapting Skills for LLM Agents from Trajectories

Paper • 2606.01311 • Published 3 days ago • 20

upvoted 2 papers 2 days ago

LongDS-Bench: On the Failure of Long-Horizon Agentic Data Analysis

Paper • 2605.30434 • Published 6 days ago • 17

Exploring Autonomous Agentic Data Engineering for Model Specialization

Paper • 2605.30407 • Published 6 days ago • 19

upvoted 2 papers 5 days ago

How LoRA Remembers? A Parametric Memory Law for LLM Finetuning

Paper • 2605.30260 • Published 6 days ago • 37

When Should Models Change Their Minds? Contextual Belief Management in Large Language Models

Paper • 2605.30219 • Published 6 days ago • 22

upvoted 2 papers 6 days ago

MemTrace: Tracing and Attributing Errors in Large Language Model Memory Systems

Paper • 2605.28732 • Published 7 days ago • 39

Rethinking Memory as Continuously Evolving Connectivity

Paper • 2605.28773 • Published 7 days ago • 32

upvoted a paper 9 days ago

SciAtlas: A Large-Scale Knowledge Graph for Automated Scientific Research

Paper • 2605.22878 • Published 14 days ago • 58

upvoted a paper 18 days ago

Self-Distilled Agentic Reinforcement Learning

Paper • 2605.15155 • Published 20 days ago • 111

upvoted 3 papers 21 days ago

From Context to Skills: Can Language Models Learn from Context Skillfully?

Paper • 2604.27660 • Published May 3 • 166

Skill1: Unified Evolution of Skill-Augmented Agents via Reinforcement Learning

Paper • 2605.06130 • Published 27 days ago • 112

Qwen-Image-2.0 Technical Report

Paper • 2605.10730 • Published 23 days ago • 110

upvoted a paper 29 days ago

OceanPile: A Large-Scale Multimodal Ocean Corpus for Foundation Models

Paper • 2605.00877 • Published Apr 25 • 15

upvoted 2 papers about 1 month ago

World-R1: Reinforcing 3D Constraints for Text-to-Video Generation

Paper • 2604.24764 • Published Apr 27 • 118

Rewarding the Scientific Process: Process-Level Reward Modeling for Agentic Data Analysis

Paper • 2604.24198 • Published Apr 27 • 22

upvoted a paper 3 months ago

SkillNet: Create, Evaluate, and Connect AI Skills

Paper • 2603.04448 • Published Feb 26 • 94

upvoted 3 papers 4 months ago

InnoEval: On Research Idea Evaluation as a Knowledge-Grounded, Multi-Perspective Reasoning Problem

Paper • 2602.14367 • Published Feb 16 • 17

ToolPRMBench: Evaluating and Advancing Process Reward Models for Tool-using Agents

Paper • 2601.12294 • Published Jan 18 • 19

Aligning Agentic World Models via Knowledgeable Experience Learning

Paper • 2601.13247 • Published Jan 19 • 15

upvoted a paper 5 months ago

Illusions of Confidence? Diagnosing LLM Truthfulness via Neighborhood Consistency

Paper • 2601.05905 • Published Jan 9 • 21