Sifan Zhou

60 papers A* 13A 3Misc 1Journal 41Unranked 2
YearRankTypeTitle / Venue / Authors
2026 J jnl
Beyond Frame-Wise Tracking: A Trajectory-Based Paradigm for Efficient Point Cloud Tracking.
IEEE Robotics Autom. Lett.
BaiChen Fan, Sifan Zhou, Jian Li, Shibo Zhao, Muqing Cao, Qin Wang
2026 A* conf
CompTrack: Information Bottleneck-Guided Low-Rank Dynamic Token Compression for Point Cloud Tracking.
AAAI
Sifan Zhou, Yichao Cao, Jiahao Nie, Yuqian Fu, Ziyu Zhao, Xiaobo Lu, Shuo Wang
2026 A* conf
FQ-PETR: Fully Quantized Position Embedding Transformation for Multi-View 3D Object Detection.
AAAI
Jiangyong Yu, Changyong Shu, Sifan Zhou, Zichen Yu, Xing Hu, Dawei Yang
2026 J jnl
FastPillars: A Deployment-Friendly Pillar-Based 3D Detector.
IEEE Trans. Circuits Syst. Video Technol.
Sifan Zhou, Xinyu Zhang, Xiangxiang Chu, Bo Zhang, Ziyu Zhao, Xiaobo Lu
2026 J jnl
FocusTrack: One-Stage Focus-and-Suppress Framework for 3D Point Cloud Object Tracking.
CoRR
Sifan Zhou, Jiahao Nie, Ziyu Zhao, Yichao Cao, Xiaobo Lu
2026 J jnl
VisNec: Measuring and Leveraging Visual Necessity for Multimodal Instruction Tuning.
CoRR
Mingkang Dong, Hongyi Cai, Jie Li, Sifan Zhou, Bin Ren, Kunyu Peng, Yuqian Fu
2025 J jnl
A depth-aware geometric fusion based view synthesis method for sparse RGB-D input.
Expert Syst. Appl.
Ziyu Zhao, Xiaobo Lu, Sifan Zhou, Patrick Yin Chiang
2025 J jnl
An Adaptive Beam-Steering dToF LiDAR System Using Addressable Multi-Channel VCSEL Transmitter, 128 × 80 SPAD Sensor, and ML-Based Edge-Computing Object Detection.
IEEE Trans. Circuits Syst. I Regul. Pap.
Yifan Wu, Miao Sun, Sifan Zhou, Tao Xia, Lei Wang, Jier Wang, Yuan Li, Ming Zhong, Rui Bai, Xuefeng Chen, Yuanjin Zheng, Patrick Yin Chiang, Shenglong Zhuo, Lei Qiu
2025 J jnl
Beyond Frame-wise Tracking: A Trajectory-based Paradigm for Efficient Point Cloud Tracking.
CoRR
BaiChen Fan, Sifan Zhou, Jian Li, Shibo Zhao, Muqing Cao, Qin Wang
2025 J jnl
CompTrack: Information Bottleneck-Guided Low-Rank Dynamic Token Compression for Point Cloud Tracking.
CoRR
Sifan Zhou, Yichao Cao, Jiahao Nie, Yuqian Fu, Ziyu Zhao, Xiaobo Lu, Shuo Wang
2025 J jnl
Depth-free view synthesis from diffusion models for monocular 3D detector in autonomous driving.
Multim. Syst.
Yuguang Shi, Sifan Zhou, Wei Wang, Xiaobo Lu
2025 A* conf
FocusTrack: One-Stage Focus-and-Suppress Framework for 3D Point Cloud Object Tracking.
ACM Multimedia
Sifan Zhou, Jiahao Nie, Ziyu Zhao, Yichao Cao, Xiaobo Lu
2025 — conf
GSQ-Tuning: Group-Shared Exponents Integer in Fully Quantized Training for LLMs On-Device Fine-tuning.
ACL (Findings)
Sifan Zhou, Shuo Wang, Zhihang Yuan, Mingjia Shi, Yuzhang Shang, Dawei Yang
2025 J jnl
GSQ-Tuning: Group-Shared Exponents Integer in Fully Quantized Training for LLMs On-Device Fine-tuning.
CoRR
Sifan Zhou, Shuo Wang, Zhihang Yuan, Mingjia Shi, Yuzhang Shang, Dawei Yang
2025 J jnl
MQuant: Unleashing the Inference Potential of Multimodal Large Language Models via Full Static Quantization.
CoRR
Jiangyong Yu, Sifan Zhou, Dawei Yang, Shuo Wang, Shuoyu Li, Xing Hu, Chen Xu, Zukang Xu, Changyong Shu, Zhihang Yuan
2025 A* conf
MQuant: Unleashing the Inference Potential of Multimodal Large Language Models via Static Quantization.
ACM Multimedia
Jiangyong Yu, Sifan Zhou, Dawei Yang, Shuoyu Li, Shuo Wang, Xing Hu, Chen Xu, Zukang Xu, Changyong Shu, Zhihang Yuan
2025 A* conf
MVCTrack: Boosting 3D Point Cloud Tracking via Multimodal-Guided Virtual Cues.
ICRA
Zhaofeng Hu, Sifan Zhou, Zhihang Yuan, Dawei Yang, Shibo Zhao, Ci-Jyun Liang
2025 A* conf
MambaQuant: Quantizing the Mamba Family with Variance Aligned Rotation Methods.
ICLR
Zukang Xu, Yuxuan Yue, Xing Hu, Dawei Yang, Zhihang Yuan, Zixu Jiang, Zhixuan Chen, Jiangyong Yu, Chen Xu, Sifan Zhou
2025 J jnl
MambaQuant: Quantizing the Mamba Family with Variance Aligned Rotation Methods.
CoRR
Zukang Xu, Yuxuan Yue, Xing Hu, Zhihang Yuan, Zixu Jiang, Zhixuan Chen, Jiangyong Yu, Chen Xu, Sifan Zhou, Dawei Yang
2025 J jnl
Mano Report.
CoRR
Tianyu Fu, Anyang Su, Chenxu Zhao, Hanning Wang, Minghui Wu, Zhe Yu, Fei Hu, Mingjia Shi, Wei Dong, Jiayao Wang, Yuyang Chen, Ruiyang Yu, Siran Peng, Menglin Li, Nan Huang, Haitian Wei, Jiawei Yu, Yi Xin, Xilin Zhao, Kai Gu, Ping Jiang, Sifan Zhou, Shuo Wang
2025 A* conf
MoEQuant: Enhancing Quantization for Mixture-of-Experts Large Language Models via Expert-Balanced Sampling and Affinity Guidance.
ICML
Zhixuan Chen, Xing Hu, Dawei Yang, Zukang Xu, Chen Xu, Zhihang Yuan, Sifan Zhou, Jiangyong Yu
2025 J jnl
MoEQuant: Enhancing Quantization for Mixture-of-Experts Large Language Models via Expert-Balanced Sampling and Affinity Guidance.
CoRR
Xing Hu, Zhixuan Chen, Dawei Yang, Zukang Xu, Chen Xu, Zhihang Yuan, Sifan Zhou, Jiangyong Yu
2025 A* conf
OSTQuant: Refining Large Language Model Quantization with Orthogonal and Scaling Transformations for Better Distribution Fitting.
ICLR
Xing Hu, Yuan Cheng, Dawei Yang, Zhixuan Chen, Zukang Xu, Jiangyong Yu, Chen Xu, Zhihang Yuan, Zhe Jiang, Sifan Zhou
2025 J jnl
OstQuant: Refining Large Language Model Quantization with Orthogonal and Scaling Transformations for Better Distribution Fitting.
CoRR
Xing Hu, Yuan Cheng, Dawei Yang, Zukang Xu, Zhihang Yuan, Jiangyong Yu, Chen Xu, Zhe Jiang, Sifan Zhou
2025 J jnl
P2P: Part-to-Part Motion Cues Guide a Strong Tracking Framework for LiDAR Point Clouds.
Int. J. Comput. Vis.
Jiahao Nie, Fei Xie, Sifan Zhou, Xueyi Zhou, Dong-Kyu Chae, Zhiwei He
2025 J jnl
PINR: A physics-integrated neural representation for dynamic fluid scenes.
Neurocomputing
Ziyu Zhao, Sifan Zhou, Xiaobo Lu, Weili Zeng, Jian Qian
2025 A* conf
PTQ4RIS: Post-Training Quantization for Referring Image Segmentation.
ICRA
Xiaoyan Jiang, Hang Yang, Kaiying Zhu, Xihe Qiu, Shibo Zhao, Sifan Zhou
2025 A* conf
PillarHist: A Quantization-aware Pillar Feature Encoder based on Height-aware Histogram.
CVPR
Sifan Zhou, Zhihang Yuan, Dawei Yang, Xing Hu, Jian Qian, Ziyu Zhao
2025 A* conf
RWKVQuant: Quantizing the RWKV Family with Proxy Guided Hybrid of Scalar and Vector Quantization.
ICML
Chen Xu, Yuxuan Yue, Zukang Xu, Xing Hu, Jiangyong Yu, Zhixuan Chen, Sifan Zhou, Zhihang Yuan, Dawei Yang
2025 J jnl
RWKVQuant: Quantizing the RWKV Family with Proxy Guided Hybrid of Scalar and Vector Quantization.
CoRR
Chen Xu, Yuxuan Yue, Zukang Xu, Xing Hu, Jiangyong Yu, Zhixuan Chen, Sifan Zhou, Zhihang Yuan, Dawei Yang
2025 J jnl
Resilient odometry via hierarchical adaptation.
Sci. Robotics
Shibo Zhao, Sifan Zhou, Yuchen Zhang, Ji Zhang, Chen Wang, Wenshan Wang, Sebastian A. Scherer
2025 J jnl
Rethinking iterative stereo matching from a diffusion bridge model perspective.
Pattern Recognit.
Yuguang Shi, Sifan Zhou, Wei Wang, Xiaobo Lu
2025 A* conf
Tartan IMU: A Light Foundation Model for Inertial Positioning in Robotics.
CVPR
Shibo Zhao, Sifan Zhou, Raphael Blanchard, Yuheng Qiu, Wenshan Wang, Sebastian A. Scherer
2025 J jnl
Yo'City: Personalized and Boundless 3D Realistic City Scene Generation via Self-Critic Expansion.
CoRR
Keyang Lu, Sifan Zhou, Hongbin Xu, Gang Xu, Zhifei Yang, Yikai Wang, Zhen Xiao, Jieyi Long, Ming Li
2024 J jnl
GSRender: Deduplicated Occupancy Prediction via Weakly Supervised 3D Gaussian Splatting.
CoRR
Qianpu Sun, Changyong Shu, Sifan Zhou, Zichen Yu, Yan Chen, Dawei Yang, Yuan Chun
2024 J jnl
I-LLM: Efficient Integer-Only Inference for Fully-Quantized Low-Bit Large Language Models.
CoRR
Xing Hu, Yuan Cheng, Dawei Yang, Zhihang Yuan, Jiangyong Yu, Chen Xu, Sifan Zhou
2024 Misc conf
LK-UNet: Large Kernel Design for 3D Medical Image Segmentation.
ICASSP
Jiang Shang, Sifan Zhou
2024 A* conf
LiDAR-PTQ: Post-Training Quantization for Point Cloud 3D Object Detection.
ICLR
Sifan Zhou, Liang Li, Xinyu Zhang, Bo Zhang, Shipeng Bai, Miao Sun, Ziyu Zhao, Xiaobo Lu, Xiangxiang Chu
2024 J jnl
LiDAR-PTQ: Post-Training Quantization for Point Cloud 3D Object Detection.
CoRR
Sifan Zhou, Liang Li, Xinyu Zhang, Bo Zhang, Shipeng Bai, Miao Sun, Ziyu Zhao, Xiaobo Lu, Xiangxiang Chu
2024 J jnl
MVCTrack: Boosting 3D Point Cloud Tracking via Multimodal-Guided Virtual Cues.
CoRR
Zhaofeng Hu, Sifan Zhou, Shibo Zhao, Zhihang Yuan
2024 J jnl
P2P: Part-to-Part Motion Cues Guide a Strong Tracking Framework for LiDAR Point Clouds.
CoRR
Jiahao Nie, Fei Xie, Sifan Zhou, Xueyi Zhou, Dong-Kyu Chae, Zhiwei He
2024 J jnl
PTQ4RIS: Post-Training Quantization for Referring Image Segmentation.
CoRR
Xiaoyan Jiang, Hang Yang, Kaiying Zhu, Xihe Qiu, Shibo Zhao, Sifan Zhou
2024 J jnl
PillarTrack: Redesigning Pillar-based Transformer Network for Single Object Tracking on Point Clouds.
CoRR
Weisheng Xu, Sifan Zhou, Zhihang Yuan
2024 J jnl
Proximity and Knowledge Spillovers: Evidence from the Introduction of New Airline Routes.
Manag. Sci.
John (Jianqiu) Bai, Wang Jin, Sifan Zhou
2024 A conf
Sub-SA: Strengthen In-Context Learning via Submodular Selective Annotation.
ECAI
Jian Qian, Miao Sun, Sifan Zhou, Ziyu Zhao, Ruizhi Hun, Patrick Chiang
2024 J jnl
Sub-SA: Strengthen In-context Learning via Submodular Selective Annotation.
CoRR
Jian Qian, Miao Sun, Sifan Zhou, Ziyu Zhao, Ruizhi Hun, Patrick Chiang
2024 J jnl
TimeLDM: Latent Diffusion Model for Unconditional Time Series Generation.
CoRR
Jian Qian, Miao Sun, Sifan Zhou, Biao Wan, Minhao Li, Patrick Chiang
2024 J jnl
WKVQuant: Quantizing Weight and Key/Value Cache for Large Language Models Gains More.
CoRR
Yuxuan Yue, Zhihang Yuan, Haojie Duanmu, Sifan Zhou, Jianlong Wu, Liqiang Nie
2023 J jnl
A 40nm 2TOPS/W Depth-Completion Neural Network Accelerator SoC With Efficient Depth Engine for Realtime LiDAR Systems.
IEEE Trans. Circuits Syst. II Express Briefs
Miao Sun, Yingjie Cao, Jian Qian, Jie Li, Sifan Zhou, Ziyu Zhao, Yifan Wu, Tao Xia, Yajie Qin, Lei Qiu, Shunli Ma, Patrick Yin Chiang, Shenglong Zhuo
2023 J jnl
FastPillars: A Deployment-friendly Pillar-based 3D Detector.
CoRR
Sifan Zhou, Zhi Tian, Xiangxiang Chu, Xinyu Zhang, Bo Zhang, Xiaobo Lu, Chengjian Feng, Zequn Jie, Patrick Yin Chiang, Lin Ma
2023 J jnl
Real-Time 3D Single Object Tracking With Transformer.
IEEE Trans. Multim.
Jiayao Shan, Sifan Zhou, Yubo Cui, Zheng Fang
2023 J jnl
RobustCalib: Robust Lidar-Camera Extrinsic Calibration with Consistency Learning.
CoRR
Shuang Xu, Sifan Zhou, Zhi Tian, Jizhou Ma, Qiong Nie, Xiangxiang Chu
2023 — conf
dToF LIDAR System Using Addressable Multi-Channel VCSEL Transmitter, 128x80 SPAD Sensor, and ML-Based Object Detection for Adaptive Beam-Steering.
CICC
Yifan Wu, Sifan Zhou, Miao Sun, Tao Xia, Jian Qian, Lei Wang, Shi Shi, Lebei Cui, Chill Wang, Yuan Li, Hengwei Yu, Zhihong Lin, Lei Qiu, Yajie Qin, Min Sun, Rui Bai, Xuefeng Chen, Patrick Yin Chiang, Shenglong Zhuo
2022 J jnl
Real-time 3D Single Object Tracking with Transformer.
CoRR
Jiayao Shan, Sifan Zhou, Yubo Cui, Zheng Fang
2021 A conf
3D Object Tracking with Transformer.
BMVC
Yubo Cui, Zheng Fang, Jiayao Shan, Zuoxu Gu, Sifan Zhou
2021 J jnl
3D Object Tracking with Transformer.
CoRR
Yubo Cui, Zheng Fang, Jiayao Shan, Zuoxu Gu, Sifan Zhou
2021 J jnl
3D-SiamRPN: An End-to-End Learning Method for Real-Time 3D Single Object Tracking Using Raw Point Cloud.
CoRR
Zheng Fang, Sifan Zhou, Yubo Cui, Sebastian A. Scherer
2021 A conf
PTT: Point-Track-Transformer Module for 3D Single Object Tracking in Point Clouds.
IROS
Jiayao Shan, Sifan Zhou, Zheng Fang, Yubo Cui
2021 J jnl
PTT: Point-Track-Transformer Module for 3D Single Object Tracking in Point Clouds.
CoRR
Jiayao Shan, Sifan Zhou, Zheng Fang, Yubo Cui
2020 J jnl
Point Siamese Network for Person Tracking Using 3D Point Clouds.
Sensors
Yubo Cui, Zheng Fang, Sifan Zhou