Yifan Wang
5 papers · Latest:
UnAC: Adaptive Visual Prompting with Abstraction and Stepwise Checking for Complex Multimodal Reasoning
UnAC is a multimodal prompting method that enhances LMMs' complex reasoning by using adaptive visual prompting, image abstraction, and gradual self-checking.
Addressing Performance Saturation for LLM RL via Precise Entropy Curve Control
Entrocraft, a new rejection-sampling method, precisely controls entropy in LLM RL, preventing performance saturation and significantly boosting training gains.
CMGL: Confidence-guided Multi-omics Graph Learning for Cancer Subtype Classification
CMGL is a two-stage framework that uses evidential deep learning to estimate per-sample modality reliability, improving cancer subtype classification.
On-chain Peak Shaving
This paper studies "on-chain peak shaving," scheduling Ethereum transactions to off-peak hours to reduce gas fees, finding varied firm strategies and cost savings.
Extraordinary Surface Criticalities for Interacting Fermions
This paper explores novel surface critical behavior in 3D Gross-Neveu-Yukawa models, revealing how fermionic anomalies shape surface dynamics.
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