Long-Kai Huang
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
21
Venues
7
Active years
2013–2025
Best venue rank
A*
Where they publish
Papers
21 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2025 | AAAI | Spurious Feature Eraser: Stabilizing Test-Time Adaptation for Vision-Language Foundation Model. | Huan Ma, Yan Zhu, Changqing Zhang, Peilin Zhao, Baoyuan Wu, Long-Kai Huang, Qinghua Hu, Bingzhe Wu |
| 2025 | ICLR | Parameter and Memory Efficient Pretraining via Low-rank Riemannian Optimization. | Zhanfeng Mo, Long-Kai Huang, Sinno Jialin Pan |
| 2025 | ICLR | 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 |
| 2025 | ICLR | 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 |
| 2025 | ICML | 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 |
| 2025 | ICML | Steering Protein Language Models. | Long-Kai Huang, Rongyi Zhu, Bing He, Jianhua Yao |
| 2025 | KDD | 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 |
| 2024 | ICLR | Meta Continual Learning Revisited: Implicitly Enhancing Online Hessian Approximation via Variance Reduction. | Yichen Wu, Long-Kai Huang, Renzhen Wang, Deyu Meng, Ying Wei |
| 2024 | ICLR | Latent Trajectory Learning for Limited Timestamps under Distribution Shift over Time. | Qiuhao Zeng, Changjian Shui, Long-Kai Huang, Peng Liu, Xi Chen, Charles Ling, Boyu Wang |
| 2024 | ICML | Mitigating Catastrophic Forgetting in Online Continual Learning by Modeling Previous Task Interrelations via Pareto Optimization. | Yichen Wu, Hong Wang, Peilin Zhao, Yefeng Zheng, Ying Wei, Long-Kai Huang |
| 2023 | AAAI | DrugOOD: Out-of-Distribution Dataset Curator and Benchmark for AI-Aided Drug Discovery - a Focus on Affinity Prediction Problems with Noise Annotations. | Yuanfeng Ji, Lu Zhang, Jiaxiang Wu, Bingzhe Wu, Lanqing Li, Long-Kai Huang, Tingyang Xu, Yu Rong, Jie Ren, Ding Xue, Houtim Lai, Wei Liu, Junzhou Huang, Shuigeng Zhou, Ping Luo, Peilin Zhao, Yatao Bian |
| 2023 | ICCV | Concept-wise Fine-tuning Matters in Preventing Negative Transfer. | Yunqiao Yang, Long-Kai Huang, Ying Wei |
| 2022 | ICML | Frustratingly Easy Transferability Estimation. | Long-Kai Huang, Junzhou Huang, Yu Rong, Qiang Yang, Ying Wei |
| 2022 | IJCAI | Fine-Tuning Graph Neural Networks via Graph Topology Induced Optimal Transport. | Jiying Zhang, Xi Xiao, Long-Kai Huang, Yu Rong, Yatao Bian |
| 2021 | ICML | Improving Generalization in Meta-learning via Task Augmentation. | Huaxiu Yao, Long-Kai Huang, Linjun Zhang, Ying Wei, Li Tian, James Zou, Junzhou Huang, Zhenhui Li |
| 2020 | ICML | Communication-Efficient Distributed PCA by Riemannian Optimization. | Long-Kai Huang, Sinno Jialin Pan |
| 2019 | ICCV | Accelerate Learning of Deep Hashing With Gradient Attention. | Long-Kai Huang, Jianda Chen, Sinno Jialin Pan |
| 2018 | RecSys | Recurrent knowledge graph embedding for effective recommendation. | Zhu Sun, Jie Yang, Jie Zhang, Alessandro Bozzon, Long-Kai Huang, Chi Xu |
| 2016 | IJCAI | Class-Wise Supervised Hashing with Label Embedding and Active Bits. | Long-Kai Huang, Sinno Jialin Pan |
| 2013 | IJCAI | Online Hashing. | Long-Kai Huang, Qiang Yang, Wei-Shi Zheng |
| 2013 | IJCAI | Smart Hashing Update for Fast Response. | Qiang Yang, Long-Kai Huang, Wei-Shi Zheng, Yingbiao Ling |