Qitao Tan

18 papers A* 1A 1Journal 14Unranked 2
YearRankTypeTitle / Venue / Authors
2026 J jnl
Q-realign: Piggybacking Realignment on Quantization for Safe and Efficient LLM Deployment.
CoRR
Qitao Tan, Xiaoying Song, Ningxi Cheng, Ninghao Liu, Xiaoming Zhai, Lingzi Hong, Yanzhi Wang, Zhen Xiang, Geng Yuan
2025 — conf
A Computation and Energy Efficient Hardware Architecture for SSL Acceleration.
ASP-DAC
Huidong Ji, Sheng Li, Yue Cao, Chen Ding, Jiawei Xu, Qitao Tan, Jun Liu, Ao Li, Xulong Tang, Lirong Zheng, Geng Yuan, Zhuo Zou
2025 J jnl
End-to-End On-Device Quantization-Aware Training for LLMs at Inference Cost.
CoRR
Qitao Tan, Xiaoying Song, Jin Lu, Guoming Li, Jun Liu, Lingzi Hong, Caiwen Ding, Jundong Li, Xiaoming Zhai, Shaoyi Huang, Wei Niu, Geng Yuan
2025 J jnl
Harmony in Divergence: Towards Fast, Accurate, and Memory-efficient Zeroth-order LLM Fine-tuning.
CoRR
Qitao Tan, Jun Liu, Zheng Zhan, Caiwei Ding, Yanzhi Wang, Jin Lu, Geng Yuan
2025 J jnl
KerZOO: Kernel Function Informed Zeroth-Order Optimization for Accurate and Accelerated LLM Fine-Tuning.
CoRR
Zhendong Mi, Qitao Tan, Xiaodong Yu, Zining Zhu, Geng Yuan, Shaoyi Huang
2025 A* conf
Mutual Effort for Efficiency: A Similarity-based Token Pruning for Vision Transformers in Self-Supervised Learning.
ICLR
Sheng Li, Qitao Tan, Yue Dai, Zhenglun Kong, Tianyu Wang, Jun Liu, Ao Li, Ninghao Liu, Yufei Ding, Xulong Tang, Geng Yuan
2025 A conf
Perturbation-efficient Zeroth-order Optimization for Hardware-friendly On-device Training.
ICCAD
Qitao Tan, Sung-En Chang, Rui Xia, Huidong Ji, Chence Yang, Ci Zhang, Jun Liu, Zheng Zhan, Zhenman Fang, Zhuo Zou, Yanzhi Wang, Jin Lu, Geng Yuan
2025 J jnl
Perturbation-efficient Zeroth-order Optimization for Hardware-friendly On-device Training.
CoRR
Qitao Tan, Sung-En Chang, Rui Xia, Huidong Ji, Chence Yang, Ci Zhang, Jun Liu, Zheng Zhan, Zhou Zou, Yanzhi Wang, Jin Lu, Geng Yuan
2025 J jnl
Rethinking the Potential of Layer Freezing for Efficient DNN Training.
CoRR
Chence Yang, Ci Zhang, Le Lu, Qitao Tan, Sheng Li, Ao Li, Xulong Tang, Shaoyi Huang, Jinzhen Wang, Guoming Li, Jundong Li, Xiaoming Zhai, Jin Lu, Geng Yuan
2025 J jnl
Towards Fast LLM Fine-tuning through Zeroth-Order Optimization with Projected Gradient-Aligned Perturbations.
CoRR
Zhendong Mi, Qitao Tan, Grace Li Zhang, Zhaozhuo Xu, Geng Yuan, Shaoyi Huang
2025 — conf
Towards Memory-Efficient and Sustainable Machine Unlearning on Edge using Zeroth-Order Optimizer.
ACM Great Lakes Symposium on VLSI
Ci Zhang, Chence Yang, Qitao Tan, Jun Liu, Ao Li, Yanzhi Wang, Jin Lu, Jinhui Wang, Geng Yuan
2024 J jnl
Constant Force Control and Trajectory Planning of Multi-Axis Polishing Machine Using Active Disturbance Rejection Control and B-Spline Curve Algorithm.
IEEE Access
Qitao Tan, Mohd Ariffanan Mohd Basri, Jainbin Wang
2023 J jnl
An effective negative sampling approach for contrastive learning of sentence embedding.
Mach. Learn.
Qitao Tan, Xiaoying Song, Guanghui Ye, Chuan Wu
2023 J jnl
Research frontier detection and analysis based on research grants information: A case study on health informatics in the US.
J. Informetrics
Guanghui Ye, Cancan Wang, Chuan Wu, Ze Peng, Jinyu Wei, Xiaoying Song, Qitao Tan, Lanqi Wu
2021 J jnl
Biomechanical comparison among five mid/hindfoot arthrodeses procedures in treating flatfoot using a musculoskeletal multibody driven finite element model.
Comput. Methods Programs Biomed.
Yinghu Peng, Wenxin Niu, Duo Wai-Chi Wong, Yan Wang, Tony Lin-Wei Chen, Guoxin Zhang, Qitao Tan, Ming Zhang
2021 J jnl
Plantar Pressure Variability and Asymmetry in Elderly Performing 60-Minute Treadmill Brisk-Walking: Paving the Way towards Fatigue-Induced Instability Assessment Using Wearable In-Shoe Pressure Sensors.
Sensors
Guoxin Zhang, Duo Wai-Chi Wong, Ivy Kwan-Kei Wong, Tony Lin-Wei Chen, Tommy Tung-Ho Hong, Yinghu Peng, Yan Wang, Qitao Tan, Ming Zhang
2021 J jnl
Spectral Analysis of Muscle Hemodynamic Responses in Post-Exercise Recovery Based on Near-Infrared Spectroscopy.
Sensors
Qitao Tan, Yan Wang, Zengyong Li, Daifa Wang, Wing-Kai Lam, Duo Wai-Chi Wong, Yinghu Peng, Guoxin Zhang, Ming Zhang
2020 J jnl
Identifying Fatigue Indicators Using Gait Variability Measures: A Longitudinal Study on Elderly Brisk Walking.
Sensors
Guoxin Zhang, Ivy Kwan-Kei Wong, Tony Lin-Wei Chen, Tommy Tung-Ho Hong, Duo Wai-Chi Wong, Yinghu Peng, Fei Yan, Yan Wang, Qitao Tan, Ming Zhang