Heng Zhou

DIVA: Discrete Diffusion Vision-Language-Action Models for Parallelized Action Generation

VeriWeb: Verifiable Long-Chain Web Benchmark for Agentic Information-Seeking

Better know nothing than half-know anything: A Precise and Efficient Dataset for Scientific Reasoning in Language Models

SSRL: Self-Search Reinforcement Learning

LFQA-E: Carefully Benchmarking Long-form QA Evaluation

Ego to World: Collaborative Spatial Reasoning in Embodied Systems via Reinforcement Learning

RoboMonster: Compositional Generalization of Heterogeneous Multi-End Effector Embodied Agents

Scaling Behaviors of LLM Reinforcement Learning Post-Training: An Empirical Study in Mathematical Reasoning

Building Scalable Real-World Robot Data Generation via Compositional Simulation

LiveSearchBench: An Automatically Constructed Benchmark for Retrieval and Reasoning over Dynamic Knowledge

Swarm Intelligence Enhanced Reasoning: A Density-Driven Framework for LLM-Based Multi-Agent Optimization

CALF: Benchmarking Evaluation of LFQA Using Chinese Examinations