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Long-Kai Huang
Assistant Professor, Hong Kong Baptist University
Joined
July 2019
Names
Long-Kai Huang
(Preferred)
,Â
Longkai Huang
Emails
****@gmail.com
(Confirmed)
,Â
****@hkbu.edu.hk
(Confirmed)
Personal Links
Homepage
Google Scholar
DBLP
ORCID
Career & Education History
Assistant Professor
Hong Kong Baptist University
(hkbu.edu.hk)
2025
–
Present
Researcher
Tencent AI Lab,
Tencent
(tencent.com)
2020
–
2025
PhD student
Nanyang Technological University
(ntu.edu.sg)
2016
–
2020
Advisors, Relations & Conflicts
PhD Advisor
Sinno Jialin Pan
2016
–
2020
Expertise
Efficient Training for LLM
2024
–
Present
Meta learning and Continual learning
2020
–
Present
AI for Scientific Discovery
2020
–
Present
Transfer Learning
2016
–
Present
Optimization
2016
–
Present
Learning to Hash
2013
–
2020
Publications
Hierarchical Routers for Efficient Top-k Retrieval in Sparse Attention
QIUHAO Zeng
,
Jerry Huang
,
Peng Lu
,
Long-Kai Huang
,
Ruiyi Fang
,
Kangfei Zhao
,
Dingtao Hu
,
Boxing Chen
,
Yufei Cui
,
Charles Ling
,
Boyu Wang
Submitted to ICLR 2026
Readers:
Everyone
NeurALigner: Scalable and Robust DNA Sequence Alignment via Embedding-Based Similarity Search
jiaming bao
,
Kangfei Zhao
,
Shaoyong Xu
,
Ziqi Liu
,
YUYI LIU
,
Wei Liu
,
Long-Kai Huang
,
Biaobin Jiang
ICLR 2026 Conference Withdrawn Submission
Readers:
Everyone
Model Editing for Vision Transformers
Xinyi Huang
,
Kangfei Zhao
,
Long-Kai Huang
NeurIPS 2025 poster
Readers:
Everyone
Steering Protein Language Models
Long-Kai Huang
,
Rongyi Zhu
,
Bing He
,
Jianhua Yao
ICML 2025 poster
Readers:
Everyone
Annotation-guided Protein Design with Multi-Level Domain Alignment
Chaohao Yuan
,
Songyou Li
,
Geyan Ye
,
Yikun Zhang
,
Long-Kai Huang
,
Wenbing Huang
,
Wei Liu
,
Jianhua Yao
,
Yu Rong
OpenReview Archive Direct Upload
Readers:
Everyone
IBCircuit: Towards Holistic Circuit Discovery with Information Bottleneck
Tian Bian
,
Yifan Niu
,
Chaohao Yuan
,
Chengzhi Piao
,
Bingzhe Wu
,
Long-Kai Huang
,
Yu Rong
,
Tingyang Xu
,
Hong Cheng
,
Jia Li
ICML 2025 poster
Readers:
Everyone
Atomas: Hierarchical Adaptive Alignment on Molecule-Text for Unified Molecule Understanding and Generation
Yikun Zhang
,
Geyan Ye
,
Chaohao Yuan
,
Bo Han
,
Long-Kai Huang
,
Jianhua Yao
,
Wei Liu
,
Yu Rong
ICLR 2025 Poster
Readers:
Everyone
IBCircuit: Towards Holistic Circuit Discovery with Information Bottleneck
Tian Bian
,
Yifan Niu
,
Chengzhi Piao
,
Bingzhe Wu
,
Long-Kai Huang
,
Tingyang Xu
,
Hong Cheng
,
Jia Li
ICLR 2025 Conference Withdrawn Submission
Readers:
Everyone
SD-LoRA: Scalable Decoupled Low-Rank Adaptation for Class Incremental Learning
Yichen Wu
,
Hongming Piao
,
Long-Kai Huang
,
Renzhen Wang
,
Wanhua Li
,
Hanspeter Pfister
,
Deyu Meng
,
Kede Ma
,
Ying Wei
ICLR 2025 Oral
Readers:
Everyone
Model Editing for CLIP with Unknown Spurious Correlations in Visual Encoder
Xinyi Huang
,
Long-Kai Huang
Submitted to ICLR 2025
Readers:
Everyone
View all 41 publications
Co-Authors
Alessandro Bozzon
Biaobin Jiang
Bing He
Bingzhe Wu
Bo Han
Boxing Chen
Boyu Wang
Changjian Shui
Chaohao Yuan
Charles Ling
Chengzhi Piao
Chi Xu
Deyu Meng
Ding Xue
Dingtao Hu
Fu-Lai Chung
Geyan Ye
Hanspeter Pfister
Hong Cheng
Hong Wang
Hongming Piao
Houtim Lai
Huaxiu Yao
James Zou
Jerry Huang
View all 90 co-authors