Point Siamese Network for Person Tracking Using 3D Point Clouds. - Yubo Cui; Zheng Fang 001; Sifan Zhou (Sensors, 2020)

3D Object Tracking with Transformer. - Yubo Cui; Zheng Fang 001; Jiayao Shan; Zuoxu Gu; Sifan Zhou (BMVC, 2021)

PTT: Point-Track-Transformer Module for 3D Single Object Tracking in Point Clouds. - Jiayao Shan; Sifan Zhou; Zheng Fang 001; Yubo Cui (IROS, 2021)

3D-SiamRPN: An End-to-End Learning Method for Real-Time 3D Single Object Tracking Using Raw Point Cloud. - Zheng Fang 001; Sifan Zhou; Yubo Cui; Sebastian A. Scherer (CoRR, 2021)

dToF LIDAR System Using Addressable Multi-Channel VCSEL Transmitter, 128x80 SPAD Sensor, and ML-Based Object Detection for Adaptive Beam-Steering. - Yifan Wu 009; Sifan Zhou; Miao Sun; Tao Xia; Jian Qian; Lei Wang 187; Shi Shi; Lebei Cui; Chill Wang; Yuan Li; Hengwei Yu; Zhihong Lin; et al. (CICC, 2023)

FastPillars: A Deployment-friendly Pillar-based 3D Detector. - Sifan Zhou; Zhi Tian; Xiangxiang Chu; Xinyu Zhang 015; Bo Zhang 046; Xiaobo Lu; Chengjian Feng; Zequn Jie; Patrick Yin Chiang; Lin Ma 002 (CoRR, 2023)

RobustCalib: Robust Lidar-Camera Extrinsic Calibration with Consistency Learning. - Shuang Xu; Sifan Zhou; Zhi Tian; Jizhou Ma; Qiong Nie; Xiangxiang Chu (CoRR, 2023)

Real-Time 3D Single Object Tracking With Transformer. - Jiayao Shan; Sifan Zhou; Yubo Cui; Zheng Fang 001 (IEEE Trans. Multim., 2023)

A 40nm 2TOPS/W Depth-Completion Neural Network Accelerator SoC With Efficient Depth Engine for Realtime LiDAR Systems. - Miao Sun; Yingjie Cao; Jian Qian; Jie Li; Sifan Zhou; Ziyu Zhao; Yifan Wu 009; Tao Xia; Yajie Qin; Lei Qiu 002; Shunli Ma; Patrick Yin Chiang; et al. (IEEE Trans. Circuits Syst. II Express Briefs, 2023)

Sub-SA: Strengthen In-Context Learning via Submodular Selective Annotation. - Jian Qian; Miao Sun; Sifan Zhou; Ziyu Zhao; Ruizhi Hun; Patrick Chiang 001 (ECAI, 2024)

LK-UNet: Large Kernel Design for 3D Medical Image Segmentation. - Jiang Shang; Sifan Zhou (ICASSP, 2024)

LiDAR-PTQ: Post-Training Quantization for Point Cloud 3D Object Detection. - Sifan Zhou; Liang Li 003; Xinyu Zhang 015; Bo Zhang 046; Shipeng Bai; Miao Sun; Ziyu Zhao; Xiaobo Lu; Xiangxiang Chu (ICLR, 2024)

WKVQuant: Quantizing Weight and Key/Value Cache for Large Language Models Gains More. - Yuxuan Yue; Zhihang Yuan; Haojie Duanmu; Sifan Zhou; Jianlong Wu; Liqiang Nie (CoRR, 2024)

PillarTrack: Redesigning Pillar-based Transformer Network for Single Object Tracking on Point Clouds. - Weisheng Xu; Sifan Zhou; Zhihang Yuan (CoRR, 2024)

I-LLM: Efficient Integer-Only Inference for Fully-Quantized Low-Bit Large Language Models. - Xing Hu 010; Yuan Cheng; Dawei Yang; Zhihang Yuan; Jiangyong Yu; Chen Xu; Sifan Zhou (CoRR, 2024)

TimeLDM: Latent Diffusion Model for Unconditional Time Series Generation. - Jian Qian; Miao Sun; Sifan Zhou; Biao Wan; Minhao Li; Patrick Chiang 001 (CoRR, 2024)

PTQ4RIS: Post-Training Quantization for Referring Image Segmentation. - Xiaoyan Jiang; Hang Yang; Kaiying Zhu; Xihe Qiu; Shibo Zhao; Sifan Zhou (CoRR, 2024)

MVCTrack: Boosting 3D Point Cloud Tracking via Multimodal-Guided Virtual Cues. - Zhaofeng Hu; Sifan Zhou; Shibo Zhao; Zhihang Yuan (CoRR, 2024)

GSRender: Deduplicated Occupancy Prediction via Weakly Supervised 3D Gaussian Splatting. - Qianpu Sun; Changyong Shu; Sifan Zhou; Zichen Yu; Yan Chen; Dawei Yang; Yuan Chun (CoRR, 2024)

Proximity and Knowledge Spillovers: Evidence from the Introduction of New Airline Routes. - John (Jianqiu) Bai; Wang Jin; Sifan Zhou (Manag. Sci., 2024)

GSQ-Tuning: Group-Shared Exponents Integer in Fully Quantized Training for LLMs On-Device Fine-tuning. - Sifan Zhou; Shuo Wang 001; Zhihang Yuan; Mingjia Shi; Yuzhang Shang; Dawei Yang (ACL (Findings), 2025)

Tartan IMU: A Light Foundation Model for Inertial Positioning in Robotics. - Shibo Zhao; Sifan Zhou; Raphael Blanchard; Yuheng Qiu; Wenshan Wang; Sebastian A. Scherer (CVPR, 2025)

PillarHist: A Quantization-aware Pillar Feature Encoder based on Height-aware Histogram. - Sifan Zhou; Zhihang Yuan; Dawei Yang; Xing Hu 010; Jian Qian; Ziyu Zhao (CVPR, 2025)

OSTQuant: Refining Large Language Model Quantization with Orthogonal and Scaling Transformations for Better Distribution Fitting. - Xing Hu 010; Yuan Cheng; Dawei Yang; Zhixuan Chen; Zukang Xu; Jiangyong Yu; Chen Xu; Zhihang Yuan; Zhe Jiang 004; Sifan Zhou (ICLR, 2025)

MambaQuant: Quantizing the Mamba Family with Variance Aligned Rotation Methods. - Zukang Xu; Yuxuan Yue; Xing Hu 010; Dawei Yang; Zhihang Yuan; Zixu Jiang; Zhixuan Chen; Jiangyong Yu; Chen Xu; Sifan Zhou (ICLR, 2025)

A depth-aware geometric fusion based view synthesis method for sparse RGB-D input. - Ziyu Zhao; Xiaobo Lu; Sifan Zhou; Patrick Yin Chiang (Expert Syst. Appl., 2025)

PINR: A physics-integrated neural representation for dynamic fluid scenes. - Ziyu Zhao; Sifan Zhou; Xiaobo Lu; Weili Zeng; Jian Qian (Neurocomputing, 2025)

Rethinking iterative stereo matching from a diffusion bridge model perspective. - Yuguang Shi; Sifan Zhou; Wei Wang; Xiaobo Lu (Pattern Recognit., 2025)

OstQuant: Refining Large Language Model Quantization with Orthogonal and Scaling Transformations for Better Distribution Fitting. - Xing Hu 010; Yuan Cheng; Dawei Yang; Zukang Xu; Zhihang Yuan; Jiangyong Yu; Chen Xu; Zhe Jiang 004; Sifan Zhou (CoRR, 2025)

MQuant: Unleashing the Inference Potential of Multimodal Large Language Models via Full Static Quantization. - Jiangyong Yu; Sifan Zhou; Dawei Yang; Shuo Wang 001; Shuoyu Li; Xing Hu 010; Chen Xu; Zukang Xu; Changyong Shu; Zhihang Yuan (CoRR, 2025)

RWKVQuant: Quantizing the RWKV Family with Proxy Guided Hybrid of Scalar and Vector Quantization. - Chen Xu; Yuxuan Yue; Zukang Xu; Xing Hu 010; Jiangyong Yu; Zhixuan Chen; Sifan Zhou; Zhihang Yuan; Dawei Yang (CoRR, 2025)

MoEQuant: Enhancing Quantization for Mixture-of-Experts Large Language Models via Expert-Balanced Sampling and Affinity Guidance. - Xing Hu 010; Zhixuan Chen; Dawei Yang; Zukang Xu; Chen Xu; Zhihang Yuan; Sifan Zhou; Jiangyong Yu (CoRR, 2025)

An Adaptive Beam-Steering dToF LiDAR System Using Addressable Multi-Channel VCSEL Transmitter, 128 × 80 SPAD Sensor, and ML-Based Edge-Computing Object Detection. - Yifan Wu 009; Miao Sun; Sifan Zhou; Tao Xia; Lei Wang 187; Jier Wang; Yuan Li; Ming Zhong; Rui Bai 001; Xuefeng Chen 004; Yuanjin Zheng; Patrick Yin Chiang; et al. (IEEE Trans. Circuits Syst. I Regul. Pap., 2025)

Depth-free view synthesis from diffusion models for monocular 3D detector in autonomous driving. - Yuguang Shi; Sifan Zhou; Wei Wang; Xiaobo Lu (Multim. Syst., 2025)

P2P: Part-to-Part Motion Cues Guide a Strong Tracking Framework for LiDAR Point Clouds. - Jiahao Nie 001; Fei Xie; Sifan Zhou; Xueyi Zhou; Dong-Kyu Chae; Zhiwei He 001 (Int. J. Comput. Vis., 2025)