Junbo Zhao

Stop Unnecessary Reflection: Training LRMs for Efficient Reasoning with Adaptive Reflection and Length Coordinated Penalty

OptimSyn: Influence-Guided Rubrics Optimization for Synthetic Data Generation

Seeing, Listening, Remembering, and Reasoning: A Multimodal Agent with Long-Term Memory

FLoE: Fisher-Based Layer Selection for Efficient Sparse Adaptation of Low-Rank Experts

Grove MoE: Towards Efficient and Superior MoE LLMs with Adjugate Experts

Merge-of-Thought Distillation

JUMP: JOINTLY UTILIZING MISSINGNESS FOR PREDICTION ON INCOMPLETE TABULAR DATA

TraPO: A Semi-Supervised Reinforcement Learning Framework for Boosting LLM Reasoning

Online Test-Time Adaptation in Tabular Data with Minimal High-Certainty Samples

Table as a Modality for Large Language Models

Harnessing Feature Resonance under Arbitrary Target Alignment for Out-of-Distribution Node Detection

DataMan: Data Manager for Pre-training Large Language Models

Revisiting Convolution Architecture in the Realm of DNA Foundation Models

Bridging the Semantic Gap Between Text and Table: A Case Study on NL2SQL

Injecting Learnable Table Features into LLMs