Yuandong Tian

Yuandong Tian on Hugging Face Daily Papers: 18 papers, 11 in the top 3 of their day, 849 upvotes.

  1. Deep Think with Confidence 74 upvotes, #2 of 2025-08-22
  2. SWEET-RL: Training Multi-Turn LLM Agents on Collaborative Reasoning Tasks 8 upvotes, #16 of 2025-03-20
  3. Token Assorted: Mixing Latent and Text Tokens for Improved Language Model Reasoning 11 upvotes, #8 of 2025-02-06
  4. Towards General-Purpose Model-Free Reinforcement Learning 23 upvotes, #3 of 2025-01-28
  5. Step-KTO: Optimizing Mathematical Reasoning through Stepwise Binary Feedback 14 upvotes, #7 of 2025-01-24
  6. Training Large Language Models to Reason in a Continuous Latent Space 54 upvotes, #3 of 2024-12-10
  7. Q-GaLore: Quantized GaLore with INT4 Projection and Layer-Adaptive Low-Rank Gradients 28 upvotes, #4 of 2024-07-12
  8. AdvPrompter: Fast Adaptive Adversarial Prompting for LLMs 22 upvotes, #2 of 2024-04-29
  9. TriForce: Lossless Acceleration of Long Sequence Generation with Hierarchical Speculative Decoding 14 upvotes, #7 of 2024-04-19
  10. GaLore: Memory-Efficient LLM Training by Gradient Low-Rank Projection 150 upvotes, #1 of 2024-03-07
  11. MobileLLM: Optimizing Sub-billion Parameter Language Models for On-Device Use Cases 134 upvotes, #1 of 2024-02-26
  12. Beyond A*: Better Planning with Transformers via Search Dynamics Bootstrapping 47 upvotes, #2 of 2024-02-23
  13. TravelPlanner: A Benchmark for Real-World Planning with Language Agents 38 upvotes, #3 of 2024-02-05
  14. Deja Vu: Contextual Sparsity for Efficient LLMs at Inference Time 14 upvotes, #3 of 2023-10-27
  15. RLCD: Reinforcement Learning from Contrast Distillation for Language Model Alignment 11 upvotes, #8 of 2023-07-25
  16. Extending Context Window of Large Language Models via Positional Interpolation 55 upvotes, #1 of 2023-06-28
  17. H_2O: Heavy-Hitter Oracle for Efficient Generative Inference of Large Language Models 14 upvotes, #5 of 2023-06-27
  18. Scan and Snap: Understanding Training Dynamics and Token Composition in 1-layer Transformer 5 upvotes, #2 of 2023-05-29

Data: hysts-bot-data/daily-papers-stats and the Daily Papers API. Open data: tardellirs/paper-pulse-data. Sister project: Model Pulse, the download history of every model on the Hub.