Chaofan Tao

From Verifiable Dot to Reward Chain: Harnessing Verifiable Reference-based Rewards for Reinforcement Learning of Open-ended Generation

ATTS: Asynchronous Test-Time Scaling via Conformal Prediction

SWINGARENA: Adversarial Programming Arena for Long-context GitHub Issue Solving

MMSearch-Plus: Benchmarking Provenance-Aware Search for Multimodal Browsing Agents

ModalMix: Optimizing Multimodal Data Mixtures with Compute-Dependent Regression

DualRPO: All-in-one Visual RL with Internal and External Rewards

PhyX: Does Your Model Have the "Wits" for Physical Reasoning?

LongEmotion: Measuring Emotional Intelligence of Large Language Models in Long-Context Interaction

SRPO: Enhancing Multimodal LLM Reasoning via Reflection-Aware Reinforcement Learning

$\text{D}_{2}\text{O}$: Dynamic Discriminative Operations for Efficient Long-Context Inference of Large Language Models

UNComp: Uncertainty-Aware Long-context Compressor for Efficient Large Language Model Inference

ECG Instruction Tuning on Multimodal LLMs for Report Generation: Benchmark and Evaluation