Sifan Zhou

According to our database, Sifan Zhou authored at least 23 papers between 2020 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

PINR: A physics-integrated neural representation for dynamic fluid scenes.

Ziyu Zhao, Sifan Zhou, Xiaobo Lu, Weili Zeng, Jian Qian

Neurocomputing, 2025

2024

Proximity and Knowledge Spillovers: Evidence from the Introduction of New Airline Routes.

John (Jianqiu) Bai, Wang Jin, Sifan Zhou

Manag. Sci., 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

MVCTrack: Boosting 3D Point Cloud Tracking via Multimodal-Guided Virtual Cues.

Zhaofeng Hu, Sifan Zhou, Shibo Zhao, Zhihang Yuan

CoRR, 2024

PTQ4RIS: Post-Training Quantization for Referring Image Segmentation.

Xiaoyan Jiang, Hang Yang, Kaiying Zhu, Xihe Qiu, Shibo Zhao, Sifan Zhou

CoRR, 2024

P2P: Part-to-Part Motion Cues Guide a Strong Tracking Framework for LiDAR Point Clouds.

Jiahao Nie, Fei Xie, Sifan Zhou, Xueyi Zhou, Dong-Kyu Chae, Zhiwei He

CoRR, 2024

TimeLDM: Latent Diffusion Model for Unconditional Time Series Generation.

Jian Qian, Miao Sun, Sifan Zhou, Biao Wan, Minhao Li, Patrick Chiang

CoRR, 2024

PillarHist: A Quantization-aware Pillar Feature Encoder based on Height-aware Histogram.

Sifan Zhou, Zhihang Yuan, Dawei Yang, Xubin Wen, Xing Hu, Yuguang Shi, Ziyu Zhao, Xiaobo Lu

CoRR, 2024

I-LLM: Efficient Integer-Only Inference for Fully-Quantized Low-Bit Large Language Models.

Xing Hu, Yuan Cheng, Dawei Yang, Zhihang Yuan, Jiangyong Yu, Chen Xu, Sifan Zhou

CoRR, 2024

PillarTrack: Redesigning Pillar-based Transformer Network for Single Object Tracking on Point Clouds.

Weisheng Xu, Sifan Zhou, Zhihang Yuan

CoRR, 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

LiDAR-PTQ: Post-Training Quantization for Point Cloud 3D Object Detection.

Sifan Zhou, Liang Li, Xinyu Zhang, Bo Zhang, Shipeng Bai, Miao Sun, Ziyu Zhao, Xiaobo Lu, Xiangxiang Chu

Proceedings of the Twelfth International Conference on Learning Representations, 2024

LK-UNet: Large Kernel Design for 3D Medical Image Segmentation.

Jiang Shang, Sifan Zhou

Proceedings of the IEEE International Conference on Acoustics, 2024

Sub-SA: Strengthen In-Context Learning via Submodular Selective Annotation.

Jian Qian, Miao Sun, Sifan Zhou, Ziyu Zhao, Ruizhi Hun, Patrick Chiang

Proceedings of the ECAI 2024 - 27th European Conference on Artificial Intelligence, 19-24 October 2024, Santiago de Compostela, Spain, 2024

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, Tao Xia, Yajie Qin, Lei Qiu, Shunli Ma, Patrick Yin Chiang, Shenglong Zhuo

IEEE Trans. Circuits Syst. II Express Briefs, May, 2023

Real-Time 3D Single Object Tracking With Transformer.

Jiayao Shan, Sifan Zhou, Yubo Cui, Zheng Fang

IEEE Trans. Multim., 2023

RobustCalib: Robust Lidar-Camera Extrinsic Calibration with Consistency Learning.

Shuang Xu, Sifan Zhou, Zhi Tian, Jizhou Ma, Qiong Nie, Xiangxiang Chu

CoRR, 2023

FastPillars: A Deployment-friendly Pillar-based 3D Detector.

Sifan Zhou, Zhi Tian, Xiangxiang Chu, Xinyu Zhang, Bo Zhang, Xiaobo Lu, Chengjian Feng, Zequn Jie, Patrick Yin Chiang, Lin Ma

CoRR, 2023

dToF LIDAR System Using Addressable Multi-Channel VCSEL Transmitter, 128x80 SPAD Sensor, and ML-Based Object Detection for Adaptive Beam-Steering.

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

Proceedings of the IEEE Custom Integrated Circuits Conference, 2023

2021

3D-SiamRPN: An End-to-End Learning Method for Real-Time 3D Single Object Tracking Using Raw Point Cloud.

Zheng Fang, Sifan Zhou, Yubo Cui, Sebastian A. Scherer

CoRR, 2021

PTT: Point-Track-Transformer Module for 3D Single Object Tracking in Point Clouds.

Jiayao Shan, Sifan Zhou, Zheng Fang, Yubo Cui

Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2021

3D Object Tracking with Transformer.

Yubo Cui, Zheng Fang, Jiayao Shan, Zuoxu Gu, Sifan Zhou

Proceedings of the 32nd British Machine Vision Conference 2021, 2021

2020

Point Siamese Network for Person Tracking Using 3D Point Clouds.

Yubo Cui, Zheng Fang, Sifan Zhou

Sensors, 2020