Zhou Heng

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upvoted a paper about 13 hours ago

Scaling the Horizon, Not the Parameters: Reaching Trillion-Parameter Performance with a 35B Agent

Paper • 2606.30616 • Published 2 days ago • 66

upvoted a paper 1 day ago

Translation as a Bridging Action: Transferring Manipulation Skills from Humans to Robots

Paper • 2606.28133 • Published 5 days ago • 35

upvoted a paper 22 days ago

ResearchClawBench: A Benchmark for End-to-End Autonomous Scientific Research

Paper • 2606.07591 • Published May 28 • 99

upvoted a paper 3 months ago

Beyond Accuracy: Unveiling Inefficiency Patterns in Tool-Integrated Reasoning

Paper • 2604.05404 • Published Apr 7 • 46

upvoted a collection 4 months ago

CoRL

Collection

CoRL • 3 items • Updated Mar 15 • 1

upvoted a paper 4 months ago

From Perception to Action: An Interactive Benchmark for Vision Reasoning

Paper • 2602.21015 • Published Feb 24 • 24

upvoted 3 papers 5 months ago

InternAgent-1.5: A Unified Agentic Framework for Long-Horizon Autonomous Scientific Discovery

Paper • 2602.08990 • Published Feb 9 • 79

Think3D: Thinking with Space for Spatial Reasoning

Paper • 2601.13029 • Published Jan 19 • 48

Toward Efficient Agents: Memory, Tool learning, and Planning

Paper • 2601.14192 • Published Jan 20 • 57

upvoted 3 papers 6 months ago

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

Paper • 2510.24702 • Published Oct 28, 2025 • 32

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 • 121

upvoted 2 papers 7 months ago

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

Paper • 2512.13660 • Published Dec 15, 2025 • 37

Geometrically-Constrained Agent for Spatial Reasoning

Paper • 2511.22659 • Published Nov 27, 2025 • 41

upvoted a collection 9 months ago

VIKI-R

Collection

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

upvoted 5 papers 9 months ago

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

Paper • 2510.10197 • Published Oct 11, 2025 • 30

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

Paper • 2510.08759 • Published Oct 9, 2025 • 46

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

Paper • 2510.08211 • Published Oct 9, 2025 • 23

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

Paper • 2510.02209 • Published Oct 2, 2025 • 57

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

Paper • 2509.15185 • Published Sep 18, 2025 • 29