Anni Li PRO
neutrino12
AI & ML interests
None yet
Organizations
Agent
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Agent Lightning: Train ANY AI Agents with Reinforcement Learning
Paper • 2508.03680 • Published • 121 -
Training Long-Context, Multi-Turn Software Engineering Agents with Reinforcement Learning
Paper • 2508.03501 • Published • 59 -
SEAgent: Self-Evolving Computer Use Agent with Autonomous Learning from Experience
Paper • 2508.04700 • Published • 52 -
RoboMemory: A Brain-inspired Multi-memory Agentic Framework for Lifelong Learning in Physical Embodied Systems
Paper • 2508.01415 • Published • 7
Language
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Snowflake/Arctic-Text2SQL-R1-7B
8B • Updated • 1.94k • 57 -
Reflect, Retry, Reward: Self-Improving LLMs via Reinforcement Learning
Paper • 2505.24726 • Published • 277 -
Reinforcement Pre-Training
Paper • 2506.08007 • Published • 263 -
Drag-and-Drop LLMs: Zero-Shot Prompt-to-Weights
Paper • 2506.16406 • Published • 128
Personal Interests
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Mimicking the Physicist's Eye:A VLM-centric Approach for Physics Formula Discovery
Paper • 2508.17380 • Published • 6 -
CMPhysBench: A Benchmark for Evaluating Large Language Models in Condensed Matter Physics
Paper • 2508.18124 • Published • 49 -
OmniHuman-1.5: Instilling an Active Mind in Avatars via Cognitive Simulation
Paper • 2508.19209 • Published • 42 -
DrugReasoner: Interpretable Drug Approval Prediction with a Reasoning-augmented Language Model
Paper • 2508.18579 • Published • 13
Vision
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Omni-Effects: Unified and Spatially-Controllable Visual Effects Generation
Paper • 2508.07981 • Published • 58 -
CharacterShot: Controllable and Consistent 4D Character Animation
Paper • 2508.07409 • Published • 39 -
ToonComposer: Streamlining Cartoon Production with Generative Post-Keyframing
Paper • 2508.10881 • Published • 52 -
Puppeteer: Rig and Animate Your 3D Models
Paper • 2508.10898 • Published • 33
Datasets & Evals
Personal Interests
-
Mimicking the Physicist's Eye:A VLM-centric Approach for Physics Formula Discovery
Paper • 2508.17380 • Published • 6 -
CMPhysBench: A Benchmark for Evaluating Large Language Models in Condensed Matter Physics
Paper • 2508.18124 • Published • 49 -
OmniHuman-1.5: Instilling an Active Mind in Avatars via Cognitive Simulation
Paper • 2508.19209 • Published • 42 -
DrugReasoner: Interpretable Drug Approval Prediction with a Reasoning-augmented Language Model
Paper • 2508.18579 • Published • 13
Agent
-
Agent Lightning: Train ANY AI Agents with Reinforcement Learning
Paper • 2508.03680 • Published • 121 -
Training Long-Context, Multi-Turn Software Engineering Agents with Reinforcement Learning
Paper • 2508.03501 • Published • 59 -
SEAgent: Self-Evolving Computer Use Agent with Autonomous Learning from Experience
Paper • 2508.04700 • Published • 52 -
RoboMemory: A Brain-inspired Multi-memory Agentic Framework for Lifelong Learning in Physical Embodied Systems
Paper • 2508.01415 • Published • 7
Vision
-
Omni-Effects: Unified and Spatially-Controllable Visual Effects Generation
Paper • 2508.07981 • Published • 58 -
CharacterShot: Controllable and Consistent 4D Character Animation
Paper • 2508.07409 • Published • 39 -
ToonComposer: Streamlining Cartoon Production with Generative Post-Keyframing
Paper • 2508.10881 • Published • 52 -
Puppeteer: Rig and Animate Your 3D Models
Paper • 2508.10898 • Published • 33
Language
-
Snowflake/Arctic-Text2SQL-R1-7B
8B • Updated • 1.94k • 57 -
Reflect, Retry, Reward: Self-Improving LLMs via Reinforcement Learning
Paper • 2505.24726 • Published • 277 -
Reinforcement Pre-Training
Paper • 2506.08007 • Published • 263 -
Drag-and-Drop LLMs: Zero-Shot Prompt-to-Weights
Paper • 2506.16406 • Published • 128