Zunhai Su - RankMe

13 papers A* 1A 1Journal 11

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Beyond Outliers: A Data-Free Layer-wise Mixed-Precision Quantization Approach Driven by Numerical and Structural Dual-Sensitivity. CoRR Hengyuan Zhang, Xinrong Chen, Zunhai Su, Xiao Liang, Jing Xiong, Wendong Xu, He Xiao, Chaofan Tao, Wei Zhang, Ruobing Xie, Lei Ji, Hayden Kwok-Hay So, Ngai Wong
2026	J	`jnl`	Locate, Steer, and Improve: A Practical Survey of Actionable Mechanistic Interpretability in Large Language Models. CoRR Hengyuan Zhang, Zhihao Zhang, Mingyang Wang, Zunhai Su, Yiwei Wang, Qianli Wang, Shuzhou Yuan, Ercong Nie, Xufeng Duan, Qibo Xue, Zeping Yu, Chenming Shang, Xiao Liang, Jing Xiong, Hui Shen, Chaofan Tao, Zhengwu Liu, Senjie Jin, Zhiheng Xi, Dongdong Zhang, Sophia Ananiadou, Tao Gui, Ruobing Xie, Hayden Kwok-Hay So, Hinrich Schütze, Xuanjing Huang, Qi Zhang, Ngai Wong
2026	J	`jnl`	SDFP: Speculative Decoding with FIT-Pruned Models for Training-Free and Plug-and-Play LLM Acceleration. CoRR Hanyu Wei, Zunhai Su, Peng Lu, Chao Li, Spandan Tiwari, Ashish Sirasao, Yuhan Dong
2026	J	`jnl`	SnapMLA: Efficient Long-Context MLA Decoding via Hardware-Aware FP8 Quantized Pipelining. CoRR Yifan Zhang, Zunhai Su, Shuhao Hu, Rui Yang, Wei Wu, YuLei Qian, Yuchen Xie, Xunliang Cai
2026	J	`jnl`	XStreamVGGT: Extremely Memory-Efficient Streaming Vision Geometry Grounded Transformer with KV Cache Compression. CoRR Zunhai Su, Weihao Ye, Hansen Feng, Keyu Fan, Jing Zhang, Dahai Yu, Zhengwu Liu, Ngai Wong
2026	J	`jnl`	XStreamVGGT: Extremely Memory-Efficient Streaming Vision Geometry Grounded Transformer with KV Cache Compression. CoRR Zunhai Su, Weihao Ye, Hansen Feng, Keyu Fan, Jing Zhang, Dahai Yu, Zhengwu Liu, Ngai Wong
2025	A	`conf`	AKVQ-VL: Attention-Aware KV Cache Adaptive 2-Bit Quantization for Vision-Language Models. ICME Zunhai Su, Wang Shen, Linge Li, Zhe Chen, Hanyu Wei, Huangqi Yu, Kehong Yuan
2025	J	`jnl`	AKVQ-VL: Attention-Aware KV Cache Adaptive 2-Bit Quantization for Vision-Language Models. CoRR Zunhai Su, Wang Shen, Linge Li, Zhe Chen, Hanyu Wei, Huangqi Yu, Kehong Yuan
2025	J	`jnl`	DoPE: Denoising Rotary Position Embedding. CoRR Jing Xiong, Liyang Fan, Hui Shen, Zunhai Su, Min Yang, Lingpeng Kong, Ngai Wong
2025	J	`jnl`	KVSink: Understanding and Enhancing the Preservation of Attention Sinks in KV Cache Quantization for LLMs. CoRR Zunhai Su, Kehong Yuan
2025	A*	`conf`	RotateKV: Accurate and Robust 2-Bit KV Cache Quantization for LLMs via Outlier-Aware Adaptive Rotations. IJCAI Zunhai Su, Hanyu Wei, Zhe Chen, Wang Shen, Linge Li, Huangqi Yu, Kehong Yuan
2025	J	`jnl`	RotateKV: Accurate and Robust 2-Bit KV Cache Quantization for LLMs via Outlier-Aware Adaptive Rotations. CoRR Zunhai Su, Zhe Chen, Wang Shen, Hanyu Wei, Linge Li, Huangqi Yu, Kehong Yuan
2025	J	`jnl`	Unveiling Super Experts in Mixture-of-Experts Large Language Models. CoRR Zunhai Su, Qing Li, Hao Zhang, YuLei Qian, Yuchen Xie, Kehong Yuan