Shichun Liu

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authored 4 papers about 24 hours ago

Agents in the Large: Perception-Centered Architecture for Persistent Agents

Paper • 2608.30478 • Published 4 days ago • 9

Agentic Harness Engineering: Observability-Driven Automatic Evolution of Coding-Agent Harnesses

Paper • 2604.25850 • Published Apr 30 • 1

OctoBench: Benchmarking Scaffold-Aware Instruction Following in Repository-Grounded Agentic Coding

Paper • 2601.10343 • Published Jan 15 • 2

EvaLearn: Quantifying the Learning Capability and Efficiency of LLMs via Sequential Problem Solving

Paper • 2506.02672 • Published Jun 3, 2025

upvoted a paper 1 day ago

Agents in the Large: Perception-Centered Architecture for Persistent Agents

Paper • 2608.30478 • Published 4 days ago • 9

submitted a paper to Daily Papers 1 day ago

Agents in the Large: Perception-Centered Architecture for Persistent Agents

Paper • 2608.30478 • Published 4 days ago • 9

upvoted a paper 7 days ago

JIT-Agent: Scaling Harness Intelligence via Just-in-Time Harness Evolution

Paper • 2608.25593 • Published 9 days ago • 115

upvoted a paper about 1 month ago

NexForge: Scaling Agent Capabilities through Requirement-Driven Task Synthesis for LLMs

Paper • 2607.14186 • Published Aug 1 • 18

upvoted a paper 3 months ago

Toward Generalist Autonomous Research via Hypothesis-Tree Refinement

Paper • 2606.11926 • Published Jun 10 • 130

upvoted 3 papers 4 months ago

LLMEval-Logic: A Solver-Verified Chinese Benchmark for Logical Reasoning of LLMs with Adversarial Hardening

Paper • 2605.19597 • Published May 19 • 22

STALE: Can LLM Agents Know When Their Memories Are No Longer Valid?

Paper • 2605.06527 • Published May 7 • 48

Beyond Semantic Similarity: Rethinking Retrieval for Agentic Search via Direct Corpus Interaction

Paper • 2605.05242 • Published May 3 • 127

upvoted a paper 5 months ago

RAGEN-2: Reasoning Collapse in Agentic RL

Paper • 2604.06268 • Published Apr 7 • 69

upvoted 4 papers 7 months ago

MOVA: Towards Scalable and Synchronized Video-Audio Generation

Paper • 2602.08794 • Published Feb 9 • 159

Steering LLMs via Scalable Interactive Oversight

Paper • 2602.04210 • Published Feb 4 • 21

From Code Foundation Models to Agents and Applications: A Practical Guide to Code Intelligence

Paper • 2511.18538 • Published Nov 23, 2025 • 307

CL-bench: A Benchmark for Context Learning

Paper • 2602.03587 • Published Feb 3 • 23

liked a dataset 7 months ago

tencent/CL-bench

Viewer • Updated Feb 6 • 1.9k • 1.23k • 146

upvoted 2 papers 7 months ago

TL-GRPO: Turn-Level RL for Reasoning-Guided Iterative Optimization

Paper • 2601.16480 • Published Jan 23 • 50

Locate, Steer, and Improve: A Practical Survey of Actionable Mechanistic Interpretability in Large Language Models

Paper • 2601.14004 • Published Jan 20 • 49