Latest updates, publications, and milestones.
Expected to complete my Ph.D. in December 2026. I am currently seeking Singapore-based opportunities at major technology companies and warmly welcome interview opportunities.
Education CareerSuccessfully passed the completion review for the Outstanding Doctoral Academic Fund at Beihang University.
AwardRecognized as a Gold Reviewer for ICML 2026.
Service"Attribution-Guided and Coverage-Maximized Pruning for Structural MoE Compression" was accepted as a spotlight paper, and "SPA-Cache: Singular Proxies for Adaptive Caching in Diffusion Language Models" was accepted at ICML 2026.
Publication"QVGen: Pushing the Limit of Quantized Video Generative Models" accepted at ICLR 2026.
PublicationServed as Program Chair for the 2nd Workshop on Efficient Computing under Limited Resources: Visual Computing.
Service"Dynamic Parallel Tree Search for Efficient LLM Reasoning" accepted at ACL 2025.
Publication"VORTA: Efficient Video Diffusion via Routing Sparse Attention" accepted at NeurIPS 2025.
PublicationReceived the Outstanding Doctoral Academic Fund from Beihang University.
AwardVisited Nanyang Technological University in Singapore, supervised by Prof. Dacheng Tao.
EducationReceived the National Scholarship for Graduate Students from the Ministry of Education of the P.R. China.
AwardPublicity Chair at the 1st International Workshop on Efficient Multimedia Computing under Limited Resources at ACM MM 2024.
ServiceLocal Arrangement Chair at the 2nd International Workshop on Generalizing from Limited Resources in the Open World at IJCAI 2024. Responsible for on-site logistics and coordination to ensure smooth conference operations.
ServiceCo-edited the Springer CCIS volume Generalizing from Limited Resources in the Open World.
ServiceAwarded by the China Scholarship Council to support joint doctoral research.
Award"Reg-PTQ: Regression-specialized Post-training Quantization for Fully Quantized Object Detector" accepted at CVPR 2024.
PublicationPassed the Ph.D. proposal defense at Beihang University and received Outstanding Proposal recognition.
MilestoneServed as an Undergraduate Academic Affairs Assistant at Beihang University.
ServiceServed as Teaching Assistant for "Western Art and Ideas" in Spring 2023 and "Cambridge English and Culture" in Fall 2022, both taught entirely in English.
ServicePassed the doctoral qualification exam at Beihang University.
MilestoneWorked on edge deployment research for vision ViT models at Meituan Foundation Model Group, mentored by Zhenhua Chai.
Internship"Towards Accurate Post-Training Quantization for Vision Transformer" accepted at CVPR 2022, my first first-authored paper.
PublicationEnrolled as a direct Ph.D. student at the School of Computer Science and Engineering, Beihang University, supervised by Prof. Xianglong Liu, and started my academic journey.
EducationReceived my B.Eng. degree from the School of Computer Science and Engineering, Beihang University, with an Outstanding Undergraduate Thesis on low-bit quantization, compression, and acceleration for BERT models.
Education