Zhou Heng

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upvoted 2 papers 8 days ago

Think3D: Thinking with Space for Spatial Reasoning

Paper • 2601.13029 • Published 10 days ago • 45

Toward Efficient Agents: Memory, Tool learning, and Planning

Paper • 2601.14192 • Published 9 days ago • 51

upvoted 4 papers about 1 month ago

Agent Data Protocol: Unifying Datasets for Diverse, Effective Fine-tuning of LLM Agents

Paper • 2510.24702 • Published Oct 28, 2025 • 29

MemEvolve: Meta-Evolution of Agent Memory Systems

Paper • 2512.18746 • Published Dec 21, 2025 • 31

Probing Scientific General Intelligence of LLMs with Scientist-Aligned Workflows

Paper • 2512.16969 • Published Dec 18, 2025 • 118

RoboTracer: Mastering Spatial Trace with Reasoning in Vision-Language Models for Robotics

Paper • 2512.13660 • Published Dec 15, 2025 • 37

upvoted a paper about 2 months ago

Geometrically-Constrained Agent for Spatial Reasoning

Paper • 2511.22659 • Published Nov 27, 2025 • 41

upvoted a collection 4 months ago

VIKI-R

Collection

https://arxiv.org/abs/2506.09049 • 6 items • Updated Oct 16, 2025 • 1

upvoted 5 papers 4 months ago

Don't Just Fine-tune the Agent, Tune the Environment

Paper • 2510.10197 • Published Oct 11, 2025 • 29

BEAR: Benchmarking and Enhancing Multimodal Language Models for Atomic Embodied Capabilities

Paper • 2510.08759 • Published Oct 9, 2025 • 47

LLMs Learn to Deceive Unintentionally: Emergent Misalignment in Dishonesty from Misaligned Samples to Biased Human-AI Interactions

Paper • 2510.08211 • Published Oct 9, 2025 • 22

StockBench: Can LLM Agents Trade Stocks Profitably In Real-world Markets?

Paper • 2510.02209 • Published Oct 2, 2025 • 54

Understand Before You Generate: Self-Guided Training for Autoregressive Image Generation

Paper • 2509.15185 • Published Sep 18, 2025 • 29

upvoted 4 papers 5 months ago

A Survey of Reinforcement Learning for Large Reasoning Models

Paper • 2509.08827 • Published Sep 10, 2025 • 190

SimpleVLA-RL: Scaling VLA Training via Reinforcement Learning

Paper • 2509.09674 • Published Sep 11, 2025 • 80

The Landscape of Agentic Reinforcement Learning for LLMs: A Survey

Paper • 2509.02547 • Published Sep 2, 2025 • 229

SSRL: Self-Search Reinforcement Learning

Paper • 2508.10874 • Published Aug 14, 2025 • 97

upvoted a paper 6 months ago

VeriGUI: Verifiable Long-Chain GUI Dataset

Paper • 2508.04026 • Published Aug 6, 2025 • 162

upvoted 2 papers 7 months ago

Go to Zero: Towards Zero-shot Motion Generation with Million-scale Data

Paper • 2507.07095 • Published Jul 9, 2025 • 56

BMMR: A Large-Scale Bilingual Multimodal Multi-Discipline Reasoning Dataset

Paper • 2507.03483 • Published Jul 4, 2025 • 24