Manyi Zhang - RankMe

14 papers A* 2C 1Journal 11

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	BATQuant: Outlier-resilient MXFP4 Quantization via Learnable Block-wise Optimization. CoRR Ji-Fu Li, Manyi Zhang, Xiaobo Xia, Han Bao, Haoli Bai, Zhenhua Dong, Xianzhi Yu
2026	J	`jnl`	Benchmarking Post-Training Quantization of Large Language Models under Microscaling Floating Point Formats. CoRR Manyi Zhang, Ji-Fu Li, Zhongao Sun, Haoli Bai, Hui-Ling Zhen, Zhenhua Dong, Xianzhi Yu
2026	J	`jnl`	FreeAct: Freeing Activations for LLM Quantization. CoRR Xiaohao Liu, Xiaobo Xia, Manyi Zhang, Ji-Fu Li, Xianzhi Yu, Fei Shen, Xiu Su, See-Kiong Ng, Tat-Seng Chua
2026	J	`jnl`	The Synergy Dilemma of Long-CoT SFT and RL: Investigating Post-Training Techniques for Reasoning VLMs. Trans. Mach. Learn. Res. Jierun Chen, Tiezheng Yu, Haoli Bai, Lewei Yao, Jiannan Wu, Kaican Li, Fei Mi, Chaofan Tao, Lei Zhu, Manyi Zhang, Xiao-Hui Li, Lu Hou, Lifeng Shang, Qun Liu
2026	J	`jnl`	Unleashing Low-Bit Inference on Ascend NPUs: A Comprehensive Evaluation of HiFloat Formats. CoRR Pengxiang Zhao, Hui-Ling Zhen, Xing Li, Han Bao, Weizhe Lin, Zhiyuan Yang, Manyi Zhang, Yuanyong Luo, Ziwei Yu, Xin Wang, Mingxuan Yuan, Xianzhi Yu, Zhenhua Dong
2026	J	`jnl`	What Makes Low-Bit Quantization-Aware Training Work for Reasoning LLMs? A Systematic Study. CoRR Keyu Lv, Manyi Zhang, Xiaobo Xia, Jingchen Ni, Shannan Yan, Xianzhi Yu, Lu Hou, Chun Yuan, Haoli Bai
2025	J	`jnl`	L-MTP: Leap Multi-Token Prediction Beyond Adjacent Context for Large Language Models. CoRR Xiaohao Liu, Xiaobo Xia, Weixiang Zhao, Manyi Zhang, Xianzhi Yu, Xiu Su, Shuo Yang, See-Kiong Ng, Tat-Seng Chua
2025	J	`jnl`	Quantization Hurts Reasoning? An Empirical Study on Quantized Reasoning Models. CoRR Ruikang Liu, Yuxuan Sun, Manyi Zhang, Haoli Bai, Xianzhi Yu, Tiezheng Yu, Chun Yuan, Lu Hou
2025	J	`jnl`	The Synergy Dilemma of Long-CoT SFT and RL: Investigating Post-Training Techniques for Reasoning VLMs. CoRR Jierun Chen, Tiezheng Yu, Haoli Bai, Lewei Yao, Jiannan Wu, Kaican Li, Fei Mi, Chaofan Tao, Lei Zhu, Manyi Zhang, Xiaohui Li, Lu Hou, Lifeng Shang, Qun Liu
2023	A*	`conf`	When Noisy Labels Meet Long Tail Dilemmas: A Representation Calibration Method. ICCV Manyi Zhang, Xuyang Zhao, Jun Yao, Chun Yuan, Weiran Huang
2022	J	`jnl`	Learning with Noisily-labeled Class-imbalanced Data. CoRR Manyi Zhang, Chun Yuan, Jun Yao, Weiran Huang
2022	A*	`conf`	Tackling Instance-Dependent Label Noise with Dynamic Distribution Calibration. ACM Multimedia Manyi Zhang, Yuxin Ren, Zihao Wang, Chun Yuan
2022	J	`jnl`	Tackling Instance-Dependent Label Noise with Dynamic Distribution Calibration. CoRR Manyi Zhang, Yuxin Ren, Zihao Wang, Chun Yuan
2016	C	`conf`	Montgolfier: Latency-aware power management system for heterogeneous servers. IPCCC Haoran Cai, Qiang Cao, Feng Sheng, Manyi Zhang, Chuanyi Qi, Jie Yao, Changsheng Xie