Yuqing Yang

Exploratory Memory-Augmented LLM Agent via Hybrid On- and Off-Policy Optimization

ProRe: A Proactive Reward System for GUI Agents via Reasoner–Actor Collaboration

VL Norm: Rethink Loss Aggregation in RLVR

TriangleMix: Accelerating Prefilling via Decoding-time Contribution Sparsity

Video-in-the-Loop: Span-Grounded Long Video QA with Interleaved Reasoning

ReasonGen-R1: Cot for Autoregressive Image Generation Models Through SFT and RL

Region-Adaptive Sampling for Diffusion Transformers

What are Key Factors for Updates in RL for LLM Reasoning?

SortedRL: Accelerating RL Training for LLMs through Online Length-aware Scheduling

RetrievalAttention: Accelerating Long-Context LLM Inference via Vector Retrieval

MMInference: Accelerating Pre-filling for Long-Context Visual Language Models via Modality-Aware Permutation Sparse Attention

Chain-of-Model Learning for Language Model

SCBench: A KV Cache-Centric Analysis of Long-Context Methods

SecurityLingua: Efficient Defense of LLM Jailbreak Attacks via Security-Aware Prompt Compression

RetrievalAttention: Accelerating Long-Context LLM Inference via Vector Retrieval

SeCom: On Memory Construction and Retrieval for Personalized Conversational Agents

Mitigate Position Bias in Large Language Models via Scaling a Single Dimension

Learning Robust Representations for Medical Images via Unifying (Self-)Supervisions

Zoomer: Enhancing MLLM Performance with Adaptive Image Focus Optimization

LLM2CLIP: Extending the Capability Boundaries of CLIP through Large Language Models