Sunghun Kim

Associate Professor, Hong Kong University of Science and Technology

Joined

July 2019

Names

Sunghun Kim

Emails

****@cse.ust.hk (Confirmed)

****@upstage.ai (Confirmed)

Personal Links

Homepage

Google Scholar

Career & Education History

Associate Professor

Hong Kong University of Science and Technology (ust.hk)

2009 – Present

Advisors, Relations & Conflicts

No relations added

Expertise

No areas of expertise listed

Publications

Classifying software changes: Clean or buggy?
Yi Zhang, Sunghun Kim, E. Jr.
- OpenReview Archive Direct Upload
- Readers: Everyone
WebGen-R1: Incentivizing LLMs to Generate Functional and Aesthetic Websites with Reinforcement Learning
Juyong Jiang, chenglin cai, Chansung Park, Jiasi Shen, Sunghun Kim, Jianguo Li, Yue Wang
- Submitted to ICLR 2026
- Readers: Everyone
BrowseComp-ZH: Benchmarking Web Browsing Ability of Large Language Models in Chinese
Peilin Zhou, Junling Liu, Xiang Ying, Can Zhang, Yifan Shao, Qichen Ye, Dading Chong, Zhiling Jin, Chenxuan Xie, Meng Cao, Yuxin Gu, Sixin Hong, Jing Ren, Jian Chen, Chao Liu, Yining Hua, Sunghun Kim
- Submitted to ICLR 2026
- Readers: Everyone
Shortcut-connected Expert Parallelism for Accelerating Mixture of Experts
Weilin Cai, Juyong Jiang, Le Qin, junweicui, Sunghun Kim, Jiayi Huang
- ICML 2025 poster
- Readers: Everyone
When Large Vision Language Models Meet Multimodal Sequential Recommendation: An Empirical Study
Peilin Zhou, Chao Liu, Jing Ren, Xinfeng Zhou, Yueqi XIE, Meng Cao, Zhongtao Rao, You-Liang Huang, Dading Chong, Junling Liu, Jae Boum KIM, Shoujin Wang, Raymond Chi-Wing Wong, Sunghun Kim
- WWW 2025 Oral
- Readers: Everyone
KaSA: Knowledge-Aware Singular-Value Adaptation of Large Language Models
Fan Wang, Juyong Jiang, Chansung Park, Sunghun Kim, Jing Tang
- ICLR 2025 Poster
- Readers: Everyone
Is Contrastive Learning Necessary? A Study of Data Augmentation vs Contrastive Learning in Sequential Recommendation
Peilin Zhou, You-Liang Huang, Yueqi XIE, Jingqi Gao, Shoujin Wang, Jaeboum KIM, Sunghun Kim
- TheWebConf24
- Readers: Everyone
High-Frequency-aware Hierarchical Contrastive Selective Coding for Representation Learning on Text Attributed Graphs
Peiyan Zhang, Chaozhuo Li, Liying Kang, Feiran Huang, Senzhang Wang, Xing Xie, Sunghun Kim
- TheWebConf24
- Readers: Everyone
Foundation Model-oriented Robustness: Robust Image Model Evaluation with Pretrained Models
Peiyan Zhang, Haoyang Liu, Chaozhuo Li, Xing Xie, Sunghun Kim, Haohan Wang
- ICLR 2024 poster
- Readers: Everyone
Oracle-oriented Robustness: Robust Image Model Evaluation with Pretrained Models as Surrogate Oracle
Peiyan Zhang, Sunghun Kim, Eric Xing, Haohan Wang
- Published: 01 Feb 2023, Last Modified: 13 Feb 2023
- Submitted to ICLR 2023
- Readers: Everyone

View all 11 publications

Co-Authors

View all 53 co-authors