Qihan Lin

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upvoted a paper about 11 hours ago

RayOrch: Programming and Executing Lineage-Controlled Multi-Grain Dataflows for Foundation-Model Data Preparation

Paper • 2609.18703 • Published 13 days ago • 43

upvoted a paper 6 days ago

OmniEdu: Open Foundation Models for Learning and Teaching

Paper • 2609.23088 • Published 10 days ago • 234

upvoted a paper 14 days ago

DataFlex-RL: An Evaluation Platform for RLVR Data Policies

Paper • 2609.06107 • Published 24 days ago • 165

upvoted a paper about 2 months ago

Co-Evolution in Agentic Systems: Toward Self-Directed Evolution Beyond Human Design

Paper • 2608.10299 • Published Aug 10 • 137

upvoted 6 papers 2 months ago

Keep It InMind: Benchmarking the Implicit-Association Blind Spot in Agent Memory

Paper • 2607.24368 • Published Jul 27 • 32

Kimi K3: Open Frontier Intelligence

Paper • 2607.24653 • Published Jul 27 • 525

DataPrep-Bench: Benchmarking LLMs as Training Data Preparators

Paper • 2607.20465 • Published May 19 • 56

K12-KGraph: A Curriculum-Aligned Knowledge Graph for Benchmarking and Training Educational LLMs

Paper • 2605.09635 • Published Jul 23 • 62

DataFlow-Harness: A Grounded Code-Agent Platform for Constructing Editable LLM Data Pipelines

Paper • 2607.16617 • Published Jul 18 • 99

EvolvingWorld: An Open-Schema Framework for Co-Evolving Role-Play Agents and World Model in Interactive Literary World

Paper • 2607.17250 • Published Jul 19 • 93

upvoted a paper 3 months ago

PlanBench-XL: Evaluating Long-Horizon Planning of LLM Tool-Use Agents in Large-Scale Tool Ecosystems

Paper • 2606.22388 • Published Jun 21 • 96

upvoted 2 papers 4 months ago

AdaPlanBench: Evaluating Adaptive Planning in Large Language Model Agents under World and User Constraints

Paper • 2606.05622 • Published Jun 4 • 45

Advancing Creative Physical Intelligence in Large Multimodal Models

Paper • 2605.26396 • Published May 25 • 19

upvoted a paper 6 months ago

DataFlex: A Unified Framework for Data-Centric Dynamic Training of Large Language Models

Paper • 2603.26164 • Published Mar 27 • 280

upvoted a paper 8 months ago

NAACL: Noise-AwAre Verbal Confidence Calibration for LLMs in RAG Systems

Paper • 2601.11004 • Published Jan 16 • 31

upvoted a paper 11 months ago

CostBench: Evaluating Multi-Turn Cost-Optimal Planning and Adaptation in Dynamic Environments for LLM Tool-Use Agents

Paper • 2511.02734 • Published Nov 4, 2025 • 23