Zisu Huang

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upvoted a paper 9 days ago

History Forcing: Distilling History-Dependent Continuations for Long-Horizon Video World Models

Paper • 2611.02782 • Published 11 days ago • 21

upvoted a paper 30 days ago

AesCode: Aesthetic Code Generation with Decoupled Cross-Modal Rewards

Paper • 2610.18860 • Published Oct 13 • 29

upvoted a paper about 2 months ago

RecreationWorld: Scalable and Verifiable Environments for Hybrid Computer-Use Agents

Paper • 2609.22000 • Published Sep 18 • 73

upvoted a paper 3 months ago

EnvHarness: Awakening Static Worlds for Agent Learning

Paper • 2608.19880 • Published Aug 20 • 109

upvoted a paper 4 months ago

RESOURCE2SKILL: Distilling Executable Agent Skills from Human-Created Multimodal Resources

Paper • 2606.29538 • Published Jul 16 • 90

upvoted a paper 5 months ago

WeaveBench: A Long-Horizon, Real-World Benchmark for Computer-Use Agents with Hybrid Interfaces

Paper • 2606.09426 • Published Jun 8 • 48

upvoted 2 papers 6 months ago

From Raw Experience to Skill Consumption: A Systematic Study of Model-Generated Agent Skills

Paper • 2605.23899 • Published May 22 • 27

SkillOpt: Executive Strategy for Self-Evolving Agent Skills

Paper • 2605.23904 • Published May 22 • 221

upvoted 2 papers 7 months ago

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

Paper • 2604.24764 • Published Apr 27 • 120

Reward Hacking in the Era of Large Models: Mechanisms, Emergent Misalignment, Challenges

Paper • 2604.13602 • Published Apr 15 • 31

upvoted a paper 8 months ago

BizGenEval: A Systematic Benchmark for Commercial Visual Content Generation

Paper • 2603.25732 • Published Mar 26 • 9

upvoted 3 papers 9 months ago

BatCoder: Self-Supervised Bidirectional Code-Documentation Learning via Back-Translation

Paper • 2602.02554 • Published Jan 30 • 8

Learning Query-Specific Rubrics from Human Preferences for DeepResearch Report Generation

Paper • 2602.03619 • Published Feb 3 • 28

TRIP-Bench: A Benchmark for Long-Horizon Interactive Agents in Real-World Scenarios

Paper • 2602.01675 • Published Feb 2 • 10

upvoted 3 papers 10 months ago

Controllable Memory Usage: Balancing Anchoring and Innovation in Long-Term Human-Agent Interaction

Paper • 2601.05107 • Published Jan 8 • 24

RelayLLM: Efficient Reasoning via Collaborative Decoding

Paper • 2601.05167 • Published Jan 8 • 30

Benchmark^2: Systematic Evaluation of LLM Benchmarks

Paper • 2601.03986 • Published Jan 7 • 34