Wei Yao

18 papers A* 3B 1Journal 11Unranked 3
YearRankTypeTitle / Venue / Authors
2026 J jnl
Beyond the Black Box: Theory and Mechanism of Large Language Models.
CoRR
Zeyu Gan, Ruifeng Ren, Wei Yao, Xiaolin Hu, Gengze Xu, Chen Qian, Huayi Tang, Zixuan Gong, Xinhao Yao, Pengwei Tang, Zhenxing Dou, Yong Liu
2025 J jnl
On Weak-to-Strong Generalization and f-Divergence.
CoRR
Wei Yao, Gengze Xu, Huayi Tang, Wenkai Yang, Donglin Di, Ziqiao Wang, Yong Liu
2025 J jnl
On the Emergence of Weak-to-Strong Generalization: A Bias-Variance Perspective.
CoRR
Gengze Xu, Wei Yao, Ziqiao Wang, Yong Liu
2025 — conf
Revisiting Weak-to-Strong Generalization in Theory and Practice: Reverse KL vs. Forward KL.
ACL (Findings)
Wei Yao, Wenkai Yang, Ziqiao Wang, Yankai Lin, Yong Liu
2025 J jnl
Revisiting Weak-to-Strong Generalization in Theory and Practice: Reverse KL vs. Forward KL.
CoRR
Wei Yao, Wenkai Yang, Ziqiao Wang, Yankai Lin, Yong Liu
2025 A* conf
Super(ficial)-alignment: Strong Models May Deceive Weak Models in Weak-to-Strong Generalization.
ICLR
Wenkai Yang, Shiqi Shen, Guangyao Shen, Wei Yao, Yong Liu, Gong Zhi, Yankai Lin, Ji-Rong Wen
2025 A* conf
Understanding Model Ensemble in Transferable Adversarial Attack.
ICML
Wei Yao, Zeliang Zhang, Huayi Tang, Yong Liu
2025 J jnl
Understanding the Capabilities and Limitations of Weak-to-Strong Generalization.
CoRR
Wei Yao, Wenkai Yang, Ziqiao Wang, Yankai Lin, Yong Liu
2024 J jnl
Bag of Tricks to Boost Adversarial Transferability.
CoRR
Zeliang Zhang, Rongyi Zhu, Wei Yao, Xiaosen Wang, Chenliang Xu
2024 — conf
Random Smooth-based Certified Defense against Text Adversarial Attack.
EACL (Findings)
Zeliang Zhang, Wei Yao, Susan Liang, Chenliang Xu
2024 — conf
Towards Tracing Trustworthiness Dynamics: Revisiting Pre-training Period of Large Language Models.
ACL (Findings)
Chen Qian, Jie Zhang, Wei Yao, Dongrui Liu, Zhenfei Yin, Yu Qiao, Yong Liu, Jing Shao
2024 J jnl
Towards Tracing Trustworthiness Dynamics: Revisiting Pre-training Period of Large Language Models.
CoRR
Chen Qian, Jie Zhang, Wei Yao, Dongrui Liu, Zhenfei Yin, Yu Qiao, Yong Liu, Jing Shao
2024 J jnl
Understanding Fairness Surrogate Functions in Algorithmic Fairness.
Trans. Mach. Learn. Res.
Wei Yao, Zhanke Zhou, Zhicong Li, Bo Han, Yong Liu
2024 J jnl
Understanding Model Ensemble in Transferable Adversarial Attack.
CoRR
Wei Yao, Zeliang Zhang, Huayi Tang, Yong Liu
2023 A* conf
Fair Scratch Tickets: Finding Fair Sparse Networks without Weight Training.
CVPR
Pengwei Tang, Wei Yao, Zhicong Li, Yong Liu
2023 J jnl
Understanding Fairness Surrogate Functions in Algorithmic Fairness.
CoRR
Wei Yao, Zhanke Zhou, Zhicong Li, Bo Han, Yong Liu
2022 B conf
VideoPipe 2022 Challenge: Real-World Video Understanding for Urban Pipe Inspection.
ICPR
Yi Liu, Xuan Zhang, Ying Li, Guixin Liang, Yabing Jiang, Lixia Qiu, Haiping Tang, Fei Xie, Wei Yao, Yi Dai, Yu Qiao, Yali Wang
2022 J jnl
VideoPipe 2022 Challenge: Real-World Video Understanding for Urban Pipe Inspection.
CoRR
Yi Liu, Xuan Zhang, Ying Li, Guixin Liang, Yabing Jiang, Lixia Qiu, Haiping Tang, Fei Xie, Wei Yao, Yi Dai, Yu Qiao, Yali Wang