Sangwoo Park

Sangwoo Park on Hugging Face Daily Papers: 10 papers, 1 in the top 3 of their day, 350 upvotes.

1. Surprising Success, Repeated Failure: Entropy-Guided Credit Assignment for Exploration in LLM Reasoning 45 upvotes, #14 of 2026-09-29
2. Knowing When Thinking Is Not Enough: Teaching Small Reasoning Models to Reason Beyond Their Parametric Knowledge 40 upvotes, #17 of 2026-09-29
3. OmniRetrieval: Unified Retrieval across Heterogeneous Knowledge Sources 76 upvotes, #3 of 2026-05-29
4. It Takes Two: Complementary Self-Distillation for Contextual Integrity in LLMs 30 upvotes, #10 of 2026-05-21
5. Nudging Beyond the Comfort Zone: Efficient Strategy-Guided Exploration for RLVR 33 upvotes, #11 of 2026-05-18
6. PREPING: Building Agent Memory without Tasks 28 upvotes, #13 of 2026-05-15
7. THINKSAFE: Self-Generated Safety Alignment for Reasoning Models 38 upvotes, #5 of 2026-02-02
8. Rethinking Reward Models for Multi-Domain Test-Time Scaling 24 upvotes, #12 of 2025-10-01
9. FedSVD: Adaptive Orthogonalization for Private Federated Learning with LoRA 21 upvotes, #14 of 2025-05-20
10. FedRand: Enhancing Privacy in Federated Learning with Randomized LoRA Subparameter Updates 28 upvotes, #7 of 2025-03-11

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.