Bo Chen - RankMe

15 papers A* 3A 2Journal 9Unranked 1

Year	Rank	Type	Title / Venue / Authors
2025	A	`conf`	Bypassing the Exponential Dependency: Looped Transformers Efficiently Learn In-context by Multi-step Gradient Descent. AISTATS Bo Chen, Xiaoyu Li, Yingyu Liang, Zhenmei Shi, Zhao Song
2025	A*	`conf`	Circuit Complexity Bounds for RoPE-based Transformer Architecture. EMNLP Bo Chen, Xiaoyu Li, Yingyu Liang, Jiangxuan Long, Zhenmei Shi, Zhao Song, Jiahao Zhang
2025	J	`jnl`	Exploring the Limits of KV Cache Compression in Visual Autoregressive Transformers. CoRR Bo Chen, Xiaoyu Li, Yekun Ke, Yingyu Liang, Zhenmei Shi, Zhao Song
2025	J	`jnl`	Force Matching with Relativistic Constraints: A Physics-Inspired Approach to Stable and Efficient Generative Modeling. CoRR Yang Cao, Bo Chen, Xiaoyu Li, Yingyu Liang, Zhizhou Sha, Zhenmei Shi, Zhao Song, Mingda Wan
2025	—	`conf`	HSR-Enhanced Sparse Attention Acceleration. CPAL Bo Chen, Yingyu Liang, Zhizhou Sha, Zhenmei Shi, Zhao Song
2025	J	`jnl`	High-Order Matching for One-Step Shortcut Diffusion Models. CoRR Bo Chen, Chengyue Gong, Xiaoyu Li, Yingyu Liang, Zhizhou Sha, Zhenmei Shi, Zhao Song, Mingda Wan
2025	A*	`conf`	LazyDiT: Lazy Learning for the Acceleration of Diffusion Transformers. AAAI Xuan Shen, Zhao Song, Yufa Zhou, Bo Chen, Yanyu Li, Yifan Gong, Kai Zhang, Hao Tan, Jason Kuen, Henghui Ding, Zhihao Shu, Wei Niu, Pu Zhao, Yanzhi Wang, Jiuxiang Gu
2025	A	`conf`	NRFlow: Towards Noise-Robust Generative Modeling via High-Order Mechanism. UAI Bo Chen, Chengyue Gong, Xiaoyu Li, Yingyu Liang, Zhizhou Sha, Zhenmei Shi, Zhao Song, Mingda Wan, Xugang Ye
2025	A*	`conf`	Numerical Pruning for Efficient Autoregressive Models. AAAI Xuan Shen, Zhao Song, Yufa Zhou, Bo Chen, Jing Liu, Ruiyi Zhang, Ryan A. Rossi, Hao Tan, Tong Yu, Xiang Chen, Yufan Zhou, Tong Sun, Pu Zhao, Yanzhi Wang, Jiuxiang Gu
2025	J	`jnl`	Provable Failure of Language Models in Learning Majority Boolean Logic via Gradient Descent. CoRR Bo Chen, Zhenmei Shi, Zhao Song, Jiahao Zhang
2024	J	`jnl`	Bypassing the Exponential Dependency: Looped Transformers Efficiently Learn In-context by Multi-step Gradient Descent. CoRR Bo Chen, Xiaoyu Li, Yingyu Liang, Zhenmei Shi, Zhao Song
2024	J	`jnl`	Circuit Complexity Bounds for RoPE-based Transformer Architecture. CoRR Bo Chen, Xiaoyu Li, Yingyu Liang, Jiangxuan Long, Zhenmei Shi, Zhao Song
2024	J	`jnl`	HSR-Enhanced Sparse Attention Acceleration. CoRR Bo Chen, Yingyu Liang, Zhizhou Sha, Zhenmei Shi, Zhao Song
2024	J	`jnl`	LazyDiT: Lazy Learning for the Acceleration of Diffusion Transformers. CoRR Xuan Shen, Zhao Song, Yufa Zhou, Bo Chen, Yanyu Li, Yifan Gong, Kai Zhang, Hao Tan, Jason Kuen, Henghui Ding, Zhihao Shu, Wei Niu, Pu Zhao, Yanzhi Wang, Jiuxiang Gu
2024	J	`jnl`	Numerical Pruning for Efficient Autoregressive Models. CoRR Xuan Shen, Zhao Song, Yufa Zhou, Bo Chen, Jing Liu, Ruiyi Zhang, Ryan A. Rossi, Hao Tan, Tong Yu, Xiang Chen, Yufan Zhou, Tong Sun, Pu Zhao, Yanzhi Wang, Jiuxiang Gu