Publications List

Regular Conference Papers

ICCV 2025 Optimal Transport for Brain-Image Alignment: Unveiling Redundancy and Synergy in Neural Information Processing
- Yang Xiao, Wang Lu, Jie Ji, Ruimeng Ye, Gen Li, Xiaolong Ma, Bo Hui
CIKM 2025 Efficient Knowledge Graph Unlearning with Zeroth-order Information
- Yang Xiao, Ruimeng Ye, Bohan Liu, Xiaolong Ma, Bo Hui
CIKM 2024 Advancing Certified Robustness of Explanation via Gradient Quantization
- Yang Xiao, Zijie Zhang, Yuchen Fang, Da Yan, Yang Zhou, Wei-Shinn Ku, Bo Hui
ICCV 2025 Sculpting Memory: Multi-Concept Forgetting in Diffusion Models via Dynamic Mask and Concept-Aware Optimization
- Gen Li, Yang Xiao, Jie Ji, Kaiyuan Deng, Bo Hui, Linke Guo, Xiaolong Ma
ECAI 2025 DBA-DFL: Towards Distributed Backdoor Attacks with Network Detection in Decentralized Federated Learning.
- Bohan Liu, Yang Xiao, Ruimeng Ye, Zinan Ling, Xiaolong Ma, Bo Hui.
ICIP 2024 BMT-BENCH: A Benchmark Sports Dataset for Video Generation
- Ziang Shi, Yang Xiao, Da Yan, Min-Te-Sun, Wei-Shinn Ku, Bo Hui

COLING 2025 Knowledge Graph Unlearning with Schema
- Yang Xiao, Ruimeng Ye, Bo Hui
LoG 2024 Knowledge Graph Unlearning with Schema (Extented Abstract)
- Yang Xiao, Ruimeng Ye, Bo Hui

ICML 2025 Workshop DBA-DFL: Towards Distributed Backdoor Attacks with Network Detection in Decentralized Federated Learning. Oral
- Bohan Liu, Yang Xiao, Ruimeng Ye, Zinan Ling, Xiaolong Ma, Bo Hui.
ICLR 2025 Workshop Weak-to-Strong Generalization beyond Accuracy: a Pilot Study in Safety, Toxicity, and Legal Reasoning.
- Ruimeng Ye, Yang Xiao, Bo Hui.

arXiv A Survey of Lottery Ticket Hypothesis.
- Bohan Liu, Zijie Zhang, Peixiong He, Zhensen Wang, Yang Xiao, Ruimeng Ye, Yang Zhou, Wei-Shinn Ku, Bo Hui.
arXiv The Right to be Forgotten in Pruning: Unveil Machine Unlearning on Sparse Models.
- Yang Xiao, Gen Li, Jie Ji, Ruimeng Ye, Xiaolong Ma, Bo Hui
arXiv Weak-to-Strong Generalization with Failure Trajectories: A Tree-based Approach to Elicit Optimal Policy in Strong Models.
- Ruimeng Ye, Zihan Wang, Yang Xiao, Zinan Ling, Manling Li, Bo Hui