Guibing Guo

Full Professor, Software College, Northeastern University

Joined

May 2018

Names

Guibing Guo

Emails

****@swc.neu.edu.cn (Confirmed)

****@gmail.com (Confirmed)

Personal Links

Homepage

Google Scholar

DBLP

Career & Education History

Full Professor

Software College, Northeastern University (neu.edu.cn)

2019 – Present

PhD student

Nanyang Technological University (ntu.edu.sg)

2011 – 2015

Advisors, Relations & Conflicts

PhD Advisor

Jie Zhang

2011 – 2015

Expertise

Recommender Systems

2011 – Present

Publications

MergOPT: A Merge-Aware Optimizer for Robust Model Merging
Enneng Yang, Qun Yang, Peng Wang, Anke Tang, Guibing Guo, Xiaochun Cao, Li Shen
- ICLR 2026 Poster
- Readers: Everyone
SC-Arena: A Natural Language Benchmark for Single-Cell Reasoning with Knowledge-Augmented Evaluation
Jiahao Zhao, Feng Jiang, Shaowei Qin, Zhonghui Zhang, Junhao Liu, Guibing Guo, Hamid Alinejad-Rokny, Min Yang
- ICLR 2026 Poster
- Readers: Everyone
InnoAds: A Foundation Dataset and Benchmark for Advertising Visual Effects in Video Generation
Run Ling, Ke Cao, Runze He, Ao Ma, Xi Zhao, Jian Lu, Haowei Liu, Shuo Lu, Yun wang, Jing Wang, Yihua Shao, Zhanjie Zhang, Wei Feng, Zheng Zhang, Jingjing Lv, Junjie Shen, Ching Law, Guibing Guo
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
Continual Model Merging without Data: Dual Projections for Balancing Stability and Plasticity
Enneng Yang, Anke Tang, Li Shen, Guibing Guo, Xingwei Wang, Xiaochun Cao, Jie Zhang
- NeurIPS 2025 poster
- Readers: Everyone
Revisiting Flatness-Aware Optimization in Continual Learning With Orthogonal Gradient Projection
Enneng Yang, Li Shen, Zhenyi Wang, Shiwei Liu, Guibing Guo, Xing-wei Wang, Dacheng Tao
- IEEE Trans. Pattern Anal. Mach. Intell. 2025
- Readers: Everyone
Efficient and Adaptive Recommendation Unlearning: A Guided Filtering Framework to Erase Outdated Preferences
Yizhou Dang, Yuting Liu, Enneng Yang, Guibing Guo, Linying Jiang, Jianzhe Zhao, Xingwei Wang
- ACM Trans. Inf. Syst. 2025
- Readers: Everyone
Efficient and Effective Prompt Tuning via Prompt Decomposition and Compressed Outer Product
Pengxiang Lan, Haoyu Xu, Enneng Yang, Yuliang Liang, Guibing Guo, Jianzhe Zhao, Xing-wei Wang
- CoRR 2025
- Readers: Everyone
Augmenting Sequential Recommendation with Balanced Relevance and Diversity
Yizhou Dang, Jiahui Zhang, Yuting Liu, Enneng Yang, Yuliang Liang, Guibing Guo, Jianzhe Zhao, Xingwei Wang
- AAAI 2025
- Readers: Everyone
Graph Representation Learning via Causal Diffusion for Out-of-Distribution Recommendation
Chu Zhao, Enneng Yang, Yuliang Liang, Pengxiang Lan, Yuting Liu, Jianzhe Zhao, Guibing Guo, Xingwei Wang
- WWW 2025
- Readers: Everyone
CoRA: Collaborative Information Perception by Large Language Model's Weights for Recommendation
Yuting Liu, Jinghao Zhang, Yizhou Dang, Yuliang Liang, Qiang Liu, Guibing Guo, Jianzhe Zhao, Xingwei Wang
- AAAI 2025
- Readers: Everyone

View all 150 publications

Co-Authors

View all 224 co-authors