Yu Zeng

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upvoted a paper 6 days ago

EvoArena: Tracking Memory Evolution for Robust LLM Agents in Dynamic Environments

Paper • 2606.13681 • Published 7 days ago • 136

upvoted 2 papers 7 days ago

Agentic Environment Engineering for Large Language Models: A Survey of Environment Modeling, Synthesis, Evaluation, and Application

Paper • 2606.12191 • Published 8 days ago • 64

DeNovoSWE: Scaling Long-Horizon Environments for Generating Entire Repositories from Scratch

Paper • 2606.10728 • Published 9 days ago • 33

upvoted a paper 20 days ago

AsyncTool: Evaluating the Asynchronous Function Calling Capability under Multi-Task Scenarios

Paper • 2605.27995 • Published 22 days ago • 16

upvoted a paper 27 days ago

ACC: Compiling Agent Trajectories for Long-Context Training

Paper • 2605.21850 • Published 28 days ago • 60

upvoted a paper 28 days ago

SaaSBench: Exploring the Boundaries of Coding Agents in Long-Horizon Enterprise SaaS Engineering

Paper • 2605.17526 • Published May 17 • 7

upvoted 2 papers 29 days ago

VideoSeeker: Incentivizing Instance-level Video Understanding via Native Agentic Tool Invocation

Paper • 2605.16079 • Published May 15 • 28

EnvFactory: Scaling Tool-Use Agents via Executable Environments Synthesis and Robust RL

Paper • 2605.18703 • Published May 18 • 50

upvoted 2 papers about 1 month ago

SCOPE: Structured Decomposition and Conditional Skill Orchestration for Complex Image Generation

Paper • 2605.08043 • Published May 8 • 10

Flow-OPD: On-Policy Distillation for Flow Matching Models

Paper • 2605.08063 • Published May 8 • 101

upvoted a paper about 2 months ago

SkillFlow:Benchmarking Lifelong Skill Discovery and Evolution for Autonomous Agents

Paper • 2604.17308 • Published Apr 19 • 23

upvoted a paper 2 months ago

Beyond Accuracy: Unveiling Inefficiency Patterns in Tool-Integrated Reasoning

Paper • 2604.05404 • Published Apr 7 • 44

upvoted a paper 3 months ago

Why Does Self-Distillation (Sometimes) Degrade the Reasoning Capability of LLMs?

Paper • 2603.24472 • Published Mar 25 • 57

upvoted 3 papers 4 months ago

VimRAG: Navigating Massive Visual Context in Retrieval-Augmented Generation via Multimodal Memory Graph

Paper • 2602.12735 • Published Feb 13 • 8

Secure Code Generation via Online Reinforcement Learning with Vulnerability Reward Model

Paper • 2602.07422 • Published Feb 7 • 22

Internalizing Meta-Experience into Memory for Guided Reinforcement Learning in Large Language Models

Paper • 2602.10224 • Published Feb 10 • 19

upvoted 2 papers 5 months ago

Vision-DeepResearch Benchmark: Rethinking Visual and Textual Search for Multimodal Large Language Models

Paper • 2602.02185 • Published Feb 2 • 118

Vision-DeepResearch: Incentivizing DeepResearch Capability in Multimodal Large Language Models

Paper • 2601.22060 • Published Jan 29 • 155

upvoted a collection 5 months ago

Vision-DeepResearch

Collection

7 items • Updated Feb 3 • 4

upvoted a paper 5 months ago

UniCorn: Towards Self-Improving Unified Multimodal Models through Self-Generated Supervision

Paper • 2601.03193 • Published Jan 6 • 51