Jingdi Lei

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upvoted a paper 5 days ago

MolLean: A Process-Verifiable Language for Chemical Reasoning

Paper • 2610.20459 • Published 14 days ago • 19

upvoted a paper 18 days ago

Understanding and Exploiting Weight Update Sparsity for Communication-Efficient Distributed RL

Paper • 2602.03839 • Published May 19 • 2

upvoted a paper 20 days ago

We Query, Therefore We Compute: On Oracle Computation beyond the Machine, with an Application to Agents

Paper • 2610.09243 • Published 21 days ago • 14

upvoted 2 papers 29 days ago

Fewer Tokens, More Self-Teaching: On-Policy Self-Distillation for Extreme Visual Token Reduction

Paper • 2609.32353 • Published Sep 26 • 8

Just MLPs: Efficient Visual State Reconstruction for Multimodal Language Models

Paper • 2609.34972 • Published about 1 month ago • 30

upvoted a paper about 2 months ago

GE-Act 2.0: Pretraining and Scaling a World-Action Model for Robotic Manipulation

Paper • 2609.05588 • Published Sep 4 • 56

upvoted a paper 3 months ago

Σ-Mem: An Online Reliability Memory for LLM-based Multi-Agent Systems

Paper • 2607.27958 • Published Jul 30 • 19

upvoted 2 papers 5 months ago

On the Scaling of PEFT: Towards Million Personal Models of Trillion Parameters

Paper • 2606.02437 • Published Jun 1 • 237

Macaron-A2UI: A Model for Generative UI in Personal Agents

Paper • 2605.24830 • Published May 24 • 84

upvoted a collection 5 months ago

WTF GENIUS PAPERS

Collection

Papers that made me appreciate my major and my life a little more. obs=Observation, innov=Innovation. Most papers are abt improving tiny models. • 489 items • Updated 6 days ago • 105

upvoted 3 papers 6 months ago

MinT: Managed Infrastructure for Training and Serving Millions of LLMs

Paper • 2605.13779 • Published May 13 • 228

δ-mem: Efficient Online Memory for Large Language Models

Paper • 2605.12357 • Published May 12 • 133

AgentSwing: Adaptive Parallel Context Management Routing for Long-Horizon Web Agents

Paper • 2603.27490 • Published Mar 29 • 20

upvoted a collection 7 months ago

LLM Safety

Collection

Our research on LLM safety • 7 items • Updated Nov 6, 2025 • 2

upvoted a paper 8 months ago

MOOSE-Star: Unlocking Tractable Training for Scientific Discovery by Breaking the Complexity Barrier

Paper • 2603.03756 • Published Mar 4 • 90

upvoted 2 papers 9 months ago

PlanViz: Evaluating Planning-Oriented Image Generation and Editing for Computer-Use Tasks

Paper • 2602.06663 • Published Feb 6 • 5

Golden Goose: A Simple Trick to Synthesize Unlimited RLVR Tasks from Unverifiable Internet Text

Paper • 2601.22975 • Published Jan 30 • 113

upvoted a paper 10 months ago

IAG: Input-aware Backdoor Attack on VLMs for Visual Grounding

Paper • 2508.09456 • Published Aug 13, 2025 • 8

upvoted a paper 11 months ago

Error-Free Linear Attention is a Free Lunch: Exact Solution from Continuous-Time Dynamics

Paper • 2512.12602 • Published Dec 14, 2025 • 44

upvoted a paper about 1 year ago

Chem-R: Learning to Reason as a Chemist

Paper • 2510.16880 • Published Oct 19, 2025 • 38