Yike Guo

Full Professor, Hong Kong University of Science and Technology

Full Professor, Imperial College London

Joined

July 2019

Names

Yike Guo

Emails

****@imperial.ac.uk (Confirmed)

****@ust.hk (Confirmed)

Personal Links

Career & Education History

Full Professor

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

2022 – Present

Full Professor

Imperial College London (imperial.ac.uk)

1993 – Present

Full Professor

Hong Kong Baptist University (hkbu.edu.hk)

2019 – 2022

Advisors, Relations & Conflicts

Coworker

Sirui Han

2023 – Present

Coworker

Wei Xue

2022 – Present

Expertise

Machine Learning

1987 – Present

Big Data

1987 – Present

Aritificial Intelligence

1987 – Present

Publications

Sparse Adapter Fusion for Continual Learning in NLP
Min Zeng, Xi Chen, Haiqin Yang, Yike Guo
- EACL2026
- Readers: Everyone
MemFly: On-the-Fly Memory Optimization via Information Bottleneck
Zhenyuan Zhang, Jia Xianzhang, Zhiqin Yang, Mingming Chen, Zhenbo Song, Wei Xue, Sirui Han, Yike Guo
- ICLR 2026 Workshop MemAgents
- Readers: Everyone
DC-W2S: Dual-Consensus Weak-to-Strong Training for Reliable Process Reward Modeling in Biological Reasoning
Chi-Min Chan, Ehsan Hajiramezanali, Xiner Li, Edward De Brouwer, Carl Edwards, Wei Xue, Sirui Han, Yike Guo, Gabriele Scalia
- MLGenX 2026 Poster
- Readers: Everyone
Learning Utility‑Calibrated Routing for Hierarchical Multi-Agents in Portfolio Decision‑Making
Zhizhuo KOU, Sirui Han, Yike Guo
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
Mitigating Deceptive Alignment via Self-Monitoring
Jiaming Ji, Wenqi Chen, Kaile Wang, Donghai Hong, Sitong Fang, Boyuan Chen, Jiayi Zhou, Sirui Han, Juntao Dai, Yike Guo, Yaodong Yang
- Submitted to ICLR 2026
- Readers: Everyone
Audio-FLAN: An Instruction-Following Dataset for Unified Understanding and Generation of Speech, Music, and Sound
Liumeng Xue, Ziya Zhou, Jiahao Pan, Zixuan Li, Shuai Fan, Yinghao Ma, Ruibin Yuan, Sitong Cheng, Dongchao Yang, Haohan Guo, Yujia Xiao, Xinsheng Wang, Zixuan Shen, Chuanbo Zhu, ZHANG Xinshen, Tianchi Liu, Zeyue Tian, Ziyang Ma, Haohe Liu, Ge Zhang et al. (5 additional authors not shown)
- Submitted to ICLR 2026
- Readers: Everyone
YuE: Scaling Open Foundation Models for Long-Form Music Generation
Ruibin Yuan, Hanfeng Lin, Shuyue Guo, Ge Zhang, Jiahao Pan, Yongyi Zang, Haohe Liu, Yiming Liang, Wenye Ma, Xingjian Du, Xeron Du, Zhen Ye, Tianyu Zheng, Zhengxuan Jiang, Yinghao Ma, Minghao Liu, Zeyue Tian, Ziya Zhou, Liumeng Xue, Xingwei Qu et al. (38 additional authors not shown)
- ICLR 2026 Poster
- Readers: Everyone
PanoLAM: Large Avatar Model for Gaussian Full-Head Synthesis from One-shot Unposed Image
Peng Li, Yisheng He, Yingdong Hu, Yuan Dong, Weihao Yuan, Yuan Liu, Siyu Zhu, Gang Cheng, Zilong Dong, Yike Guo
- Submitted to ICLR 2026
- Readers: Everyone
Light-Search: Reducing Retrieval Cost in RAG via Curriculum-Based Policy Optimization
Sida Lin, Jiacheng Liu, Yankai Chen, Weixu Zhang, Henry Peng Zou, Hao Gu, Qiyuan Zhu, Xue Liu, Wei Xue, Yike Guo
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
Reinforcement Learning for Generalized Label Aggregation
Jiacheng Liu, Hao Liu, Xiaofeng Hou, Wei Xue, Yike Guo
- Submitted to ICLR 2026
- Readers: Everyone

View all 456 publications

Co-Authors

View all 1002 co-authors