Zhenyi Shen

zen-E's activity

• All
• Models
• Datasets
• Spaces
• Buckets
• Papers
• Collections
• Community
• Posts
• Upvotes
• Likes
• Articles

upvoted 2 papers 20 days ago

ContextPilot: Teaching Agents for Proactive Context Management via Fine-grained RL

Paper • 2608.28476 • Published 23 days ago • 28

Blind Men and the Elephant: Probing the Epistemic Myopia of LLMs under Long-Tail Divergent Knowledge

Paper • 2608.28478 • Published 23 days ago • 20

upvoted 5 papers 4 months ago

Large Language Models Hack Rewards, and Society

Paper • 2606.04075 • Published Jun 2 • 11

Linear Ensembles Wash Away Watermarks: On the Fragility of Distributional Perturbations in LLMs

Paper • 2605.30501 • Published May 28 • 27

Toward Native Multimodal Modeling: A Roadmap

Paper • 2605.25343 • Published May 25 • 41

Code-as-Room: Generating 3D Rooms from Top-Down View Images via Agentic Code Synthesis

Paper • 2605.18451 • Published May 18 • 41

Compliance versus Sensibility: On the Reasoning Controllability in Large Language Models

Paper • 2604.27251 • Published Apr 29 • 10

upvoted a paper 5 months ago

Where does output diversity collapse in post-training?

Paper • 2604.16027 • Published Apr 17 • 21

upvoted a paper 6 months ago

OpenClaw-RL: Train Any Agent Simply by Talking

Paper • 2603.10165 • Published Mar 10 • 159

upvoted 2 papers 7 months ago

SSA: Sparse Sparse Attention by Aligning Full and Sparse Attention Outputs in Feature Space

Paper • 2511.20102 • Published Nov 25, 2025 • 29

Context Compression via Explicit Information Transmission

Paper • 2602.03784 • Published Feb 3 • 16

upvoted 5 papers 8 months ago

Beyond RAG for Agent Memory: Retrieval by Decoupling and Aggregation

Paper • 2602.02007 • Published Feb 2 • 20

Hunt Instead of Wait: Evaluating Deep Data Research on Large Language Models

Paper • 2602.02039 • Published Feb 2 • 5

Chain Of Thought Compression: A Theoritical Analysis

Paper • 2601.21576 • Published Jan 29 • 20

Beyond Prompting: An Efficient Embedding Framework for Open-Domain Question Answering

Paper • 2503.01606 • Published Mar 3, 2025 • 2

An Empirical Study on Preference Tuning Generalization and Diversity Under Domain Shift

Paper • 2601.05882 • Published Jan 9 • 21

upvoted a paper 9 months ago

Youtu-LLM: Unlocking the Native Agentic Potential for Lightweight Large Language Models

Paper • 2512.24618 • Published Dec 31, 2025 • 156

upvoted 3 papers 10 months ago

Beyond the 80/20 Rule: High-Entropy Minority Tokens Drive Effective Reinforcement Learning for LLM Reasoning

Paper • 2506.01939 • Published Jun 2, 2025 • 190

NOVER: Incentive Training for Language Models via Verifier-Free Reinforcement Learning

Paper • 2505.16022 • Published May 21, 2025 • 4

DeepSeek-OCR: Contexts Optical Compression

Paper • 2510.18234 • Published Oct 21, 2025 • 95