Zhenyi Shen

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upvoted a paper 4 days ago

Large Language Models Hack Rewards, and Society

Paper • 2606.04075 • Published 7 days ago • 10

upvoted a paper 8 days ago

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

Paper • 2605.30501 • Published 12 days ago • 29

upvoted a paper 14 days ago

Toward Native Multimodal Modeling: A Roadmap

Paper • 2605.25343 • Published 15 days ago • 43

upvoted a paper 21 days ago

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

Paper • 2605.18451 • Published 22 days ago • 41

upvoted a paper 24 days ago

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

Paper • 2604.27251 • Published Apr 29 • 9

upvoted a paper about 2 months ago

Where does output diversity collapse in post-training?

Paper • 2604.16027 • Published Apr 17 • 22

upvoted a paper 3 months ago

OpenClaw-RL: Train Any Agent Simply by Talking

Paper • 2603.10165 • Published Mar 10 • 156

upvoted 5 papers 4 months ago

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

Paper • 2511.20102 • Published Nov 25, 2025 • 28

Context Compression via Explicit Information Transmission

Paper • 2602.03784 • Published Feb 3 • 15

Beyond RAG for Agent Memory: Retrieval by Decoupling and Aggregation

Paper • 2602.02007 • Published Feb 2 • 19

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

upvoted 3 papers 5 months ago

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

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

Paper • 2512.24618 • Published Dec 31, 2025 • 155

upvoted 5 papers 6 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 • 94

Lumine: An Open Recipe for Building Generalist Agents in 3D Open Worlds

Paper • 2511.08892 • Published Nov 12, 2025 • 216

Fine-Tuning on Noisy Instructions: Effects on Generalization and Performance

Paper • 2510.03528 • Published Oct 3, 2025 • 19