Qi Zhang - RankMe

23 papers A* 9Journal 14

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	SAE as a Crystal Ball: Interpretable Features Predict Cross-domain Transferability of LLMs without Training. CoRR Qi Zhang, Yifei Wang, Xiaohan Wang, Jiajun Chai, Guojun Yin, Wei Lin, Yisen Wang
2025	J	`jnl`	An Augmentation Overlap Theory of Contrastive Learning. CoRR Qi Zhang, Yifei Wang, Yisen Wang
2025	J	`jnl`	An Augmentation Overlap Theory of Contrastive Learning. J. Mach. Learn. Res. Qi Zhang, Yifei Wang, Yisen Wang
2025	A*	`conf`	Beyond Interpretability: The Gains of Feature Monosemanticity on Model Robustness. ICLR Qi Zhang, Yifei Wang, Jingyi Cui, Xiang Pan, Qi Lei, Stefanie Jegelka, Yisen Wang
2025	J	`jnl`	On the Theoretical Understanding of Identifiable Sparse Autoencoders and Beyond. CoRR Jingyi Cui, Qi Zhang, Yifei Wang, Yisen Wang
2025	A*	`conf`	Projection Head is Secretly an Information Bottleneck. ICLR Zhuo Ouyang, Kaiwen Hu, Qi Zhang, Yifei Wang, Yisen Wang
2025	J	`jnl`	Projection Head is Secretly an Information Bottleneck. CoRR Zhuo Ouyang, Kaiwen Hu, Qi Zhang, Yifei Wang, Yisen Wang
2025	J	`jnl`	SSL4RL: Revisiting Self-supervised Learning as Intrinsic Reward for Visual-Language Reasoning. CoRR Xiaojun Guo, Runyu Zhou, Yifei Wang, Qi Zhang, Chenheng Zhang, Stefanie Jegelka, Xiaohan Wang, Jiajun Chai, Guojun Yin, Wei Lin, Yisen Wang
2024	J	`jnl`	Beyond Interpretability: The Gains of Feature Monosemanticity on Model Robustness. CoRR Qi Zhang, Yifei Wang, Jingyi Cui, Xiang Pan, Qi Lei, Stefanie Jegelka, Yisen Wang
2024	A*	`conf`	Look Ahead or Look Around? A Theoretical Comparison Between Autoregressive and Masked Pretraining. ICML Qi Zhang, Tianqi Du, Haotian Huang, Yifei Wang, Yisen Wang
2024	J	`jnl`	Look Ahead or Look Around? A Theoretical Comparison Between Autoregressive and Masked Pretraining. CoRR Qi Zhang, Tianqi Du, Haotian Huang, Yifei Wang, Yisen Wang
2024	A*	`conf`	Non-negative Contrastive Learning. ICLR Yifei Wang, Qi Zhang, Yaoyu Guo, Yisen Wang
2024	J	`jnl`	Non-negative Contrastive Learning. CoRR Yifei Wang, Qi Zhang, Yaoyu Guo, Yisen Wang
2023	A*	`conf`	A Message Passing Perspective on Learning Dynamics of Contrastive Learning. ICLR Yifei Wang, Qi Zhang, Tianqi Du, Jiansheng Yang, Zhouchen Lin, Yisen Wang
2023	J	`jnl`	A Message Passing Perspective on Learning Dynamics of Contrastive Learning. CoRR Yifei Wang, Qi Zhang, Tianqi Du, Jiansheng Yang, Zhouchen Lin, Yisen Wang
2023	A*	`conf`	Identifiable Contrastive Learning with Automatic Feature Importance Discovery. NeurIPS Qi Zhang, Yifei Wang, Yisen Wang
2023	J	`jnl`	Identifiable Contrastive Learning with Automatic Feature Importance Discovery. CoRR Qi Zhang, Yifei Wang, Yisen Wang
2023	A*	`conf`	On the Generalization of Multi-modal Contrastive Learning. ICML Qi Zhang, Yifei Wang, Yisen Wang
2023	J	`jnl`	On the Generalization of Multi-modal Contrastive Learning. CoRR Qi Zhang, Yifei Wang, Yisen Wang
2022	A*	`conf`	Chaos is a Ladder: A New Theoretical Understanding of Contrastive Learning via Augmentation Overlap. ICLR Yifei Wang, Qi Zhang, Yisen Wang, Jiansheng Yang, Zhouchen Lin
2022	J	`jnl`	Chaos is a Ladder: A New Theoretical Understanding of Contrastive Learning via Augmentation Overlap. CoRR Yifei Wang, Qi Zhang, Yisen Wang, Jiansheng Yang, Zhouchen Lin
2022	A*	`conf`	How Mask Matters: Towards Theoretical Understandings of Masked Autoencoders. NeurIPS Qi Zhang, Yifei Wang, Yisen Wang
2022	J	`jnl`	How Mask Matters: Towards Theoretical Understandings of Masked Autoencoders. CoRR Qi Zhang, Yifei Wang, Yisen Wang