LChen

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upvoted a collection 1 day ago

MemoryDecoder-at-Scale

Collection

10 items • Updated 2 days ago • 10

upvoted a paper 3 months ago

PonderLM-2: Pretraining LLM with Latent Thoughts in Continuous Space

Paper • 2509.23184 • Published Sep 27, 2025 • 2

upvoted a paper 6 months ago

Agent-Omit: Training Efficient LLM Agents for Adaptive Thought and Observation Omission via Agentic Reinforcement Learning

Paper • 2602.04284 • Published Feb 4 • 13

upvoted a collection 6 months ago

AgentDoG

Collection

A Diagnostic Guardrail Framework for AI Agent Safety and Security • 12 items • Updated Jun 21 • 112

upvoted 2 papers 6 months ago

TL-GRPO: Turn-Level RL for Reasoning-Guided Iterative Optimization

Paper • 2601.16480 • Published Jan 23 • 50

LLM-in-Sandbox Elicits General Agentic Intelligence

Paper • 2601.16206 • Published Jan 22 • 87

upvoted 2 papers 7 months ago

UniCorn: Towards Self-Improving Unified Multimodal Models through Self-Generated Supervision

Paper • 2601.03193 • Published Jan 6 • 51

From Word to World: Can Large Language Models be Implicit Text-based World Models?

Paper • 2512.18832 • Published Dec 21, 2025 • 16

upvoted a collection 8 months ago

MemoryDecoder

Collection

9 items • Updated Jan 26 • 1

liked a model 8 months ago

deepseek-ai/DeepSeek-Math-V2

Text Generation • 685B • Updated Nov 27, 2025 • 430 • 705

upvoted 2 papers 9 months ago

Re:Form -- Reducing Human Priors in Scalable Formal Software Verification with RL in LLMs: A Preliminary Study on Dafny

Paper • 2507.16331 • Published Jul 22, 2025 • 22

Memory Decoder: A Pretrained, Plug-and-Play Memory for Large Language Models

Paper • 2508.09874 • Published Aug 13, 2025 • 11

upvoted 2 papers 10 months ago

Your Agent May Misevolve: Emergent Risks in Self-evolving LLM Agents

Paper • 2509.26354 • Published Sep 30, 2025 • 20

Absolute Zero: Reinforced Self-play Reasoning with Zero Data

Paper • 2505.03335 • Published May 6, 2025 • 191

authored a paper 10 months ago

FlowRL: Matching Reward Distributions for LLM Reasoning

Paper • 2509.15207 • Published Sep 18, 2025 • 119

upvoted a paper 11 months ago

FlowRL: Matching Reward Distributions for LLM Reasoning

Paper • 2509.15207 • Published Sep 18, 2025 • 119