Publication · CISL@UCR

Collaborative Intelligence Systems Lab

Research Highlights

Cooperative Autonomy

● CooperScene (ECCV '26) ● CooperTrim (ICLR '26) ● CoopReflect (AAMAS '26) ● CATS (IEEE TVT) ● SEE-V2X (ACM SenSys '25) ● CMP (IEEE RA-L) ● Harbor (ACM SenSys '24) ● Coopernaut (CVPR '22) ● AutoCast (ACM MobiSys '22) ● CarMap (USENIX NSDI '20) ● AVR (ACM MobiSys '18)

Physical AI

● EgoHand (NVIDIA GTC'26 Berlin) ● DMW (CVPR '26) ● BEVCalib (CoRL '25) ● ELM (ECCV '24) ● WOMD-LiDAR (ICRA '24)

System for Edge ML

● SWAN (ECCV '26) ● MCAL (ICLR '23) ● ML-EXray (MLSys '22) ● FedML (NeurIPS, SpicyFL '20)

Select Publication

Please visit Google Scholar for a full publication list.

EgoHand: Monocular 3D Hand Reconstruction from Egocentric Video thumbnail

EgoHand: Monocular 3D Hand Reconstruction from Egocentric Video
Chao-Yeh Chen, Tiffany Chen, Lin Duan, Tianyi Hu, Yu-Hsiang Huang, Umar Iqbal, Jiefeng Li, Edy Lim, Yanchen Liu, Yihan Pang, Hang Qiu, Jun Saito, Shao Su, Qingsi Wang, Xiufeng Xie
NVIDIA GTC'26 Berlin, 2026

[Paper] [Model] [Project] [Code]

CooperScene: Multi-Modal Cooperative Autonomy Benchmark with C-V2X Communication Characterization thumbnail

CooperScene: Multi-Modal Cooperative Autonomy Benchmark with C-V2X Communication Characterization
Bo Wu*, Ruoshen Mo*, Justin Yue, Yanyu Zhang, Janice Nguyen, Guoyuan Wu, Amit Roy-Chowdhury, Matthew J. Barth, Hang Qiu
ECCV '26, 2026, Spotlight

[Paper] [Talk] [Data] [Model] [Project] [Code]

Star

SWAN: World-Aware Adaptive Multimodal Networks for Runtime Variations thumbnail

SWAN: World-Aware Adaptive Multimodal Networks for Runtime Variations
Jason Wu, Shir-Kang Scott Jin, Yuyang Yuan, Maggie Wigness, Lance M. Kaplan, Hang Qiu, Mani Srivastava
ECCV '26, 2026

[Paper] [Code]

Drive My Way: Preference Alignment of Vision-Language-Action Model for Personalized Driving thumbnail

Drive My Way: Preference Alignment of Vision-Language-Action Model for Personalized Driving
Zehao Wang, Huaide Jiang, Shuaiwu Dong, Yuping Wang, Hang Qiu, Jiachen Li
CVPR '26, 2026

[Paper] [Project] [Code]

CooperTrim: Adaptive Data Selection for Uncertainty-Aware Cooperative Perception thumbnail

CooperTrim: Adaptive Data Selection for Uncertainty-Aware Cooperative Perception
Shilpa Mukhopadhyay, Amit Roy-Chowdhury, Hang Qiu
ICLR '26, 2026

[Paper] [Project] [Code]

CoopReflect: Towards Natural Language Communication for Cooperative Autonomous Driving via Multi-Agent Learning thumbnail

CoopReflect: Towards Natural Language Communication for Cooperative Autonomous Driving via Multi-Agent Learning
Jiaxun Cui, Chen Tang, Jarrett Holtz, Janice Nguyen, Alessandro G. Allievi, Hang Qiu, Peter Stone
AAMAS '26, 2026, Oral Presentation

[Paper] [Demo] [Project] [Code]

BEVCALIB: LiDAR-Camera Calibration via Geometry-Guided Bird's-Eye View Representations thumbnail

BEVCALIB: LiDAR-Camera Calibration via Geometry-Guided Bird's-Eye View Representations
Weiduo Yuan, Jerry Li, Justin Yue, Divyank Shah, Konstantinos Karydis, Hang Qiu
CoRL '25, 2025

[Paper] [Project] [Code]

Star

$CATS: A Framework for Cooperative Autonomy Trust \& Security thumbnail$

CATS: A Framework for Cooperative Autonomy Trust \& Security
Namo Asavisanu, Tina Khezresmaeilzadeh, Rohan Sequeira, Hang Qiu, Fawad Ahmad, Konstantinos Psounis, Ramesh Govindan
IEEE TVT, 2025

[Paper]

SEE-V2X: C-V2X Direct Communication Dataset: An Application-Centric Approach thumbnail

SEE-V2X: C-V2X Direct Communication Dataset: An Application-Centric Approach
Ruoshen Mo, Bo Wu, Zhaowei Tan, Hang Qiu
ACM SenSys '25, 2025

[Paper] [Data] [Project] [Code]

CMP: Cooperative Motion Prediction with Multi-Agent Communication thumbnail

CMP: Cooperative Motion Prediction with Multi-Agent Communication
Zehao Wang, Yuping Wang, Zhuoyuan Wu, Hengbo Ma, Zhaowei Li, Hang Qiu, Jiachen Li
IEEE RA-L, 2025

[Paper] [Demo] [Project] [Code]

Star

ReplayAR: A Tool for Visual Evaluation of Mixed Reality thumbnail

ReplayAR: A Tool for Visual Evaluation of Mixed Reality
Zijian Huang, Cary Shu, Hang Qiu, Jiasi Chen
ACM MobiCom '24, ImmerCom Workshop, 2024

[Paper] [Code]

Boosting Collaborative Vehicular Perception on the Edge with Vehicle-to-Vehicle Communication thumbnail

Boosting Collaborative Vehicular Perception on the Edge with Vehicle-to-Vehicle Communication
Ruiyang Zhu, Xiao Zhu, Anlan Zhang, Xumiao Zhang, Jiachen Sun, Feng Qian, Hang Qiu, Z. Morley Mao, Myungjin Lee
ACM SenSys '24, 2024

[Paper]

Embodied Understanding of Driving Scenarios thumbnail

Embodied Understanding of Driving Scenarios
Yunsong Zhou, Linyan Huang, Qingwen Bu, Jia Zeng, Tianyu Li, Hang Qiu, Hongzi Zhu, Minyi Guo, Yu Qiao, Hongyang Li
ECCV '24, 2024

[Paper] [Data] [Code]

Star

WOMD-LiDAR: Raw Sensor Dataset Benchmark for Motion Forecasting thumbnail

WOMD-LiDAR: Raw Sensor Dataset Benchmark for Motion Forecasting
Kan Chen, Runzhou Ge, Hang Qiu, Rami Ai-Rfou, Charles R. Qi, Xuanyu Zhou, Zoey Yang, Scott Ettinger, Pei Sun, Zhaoqi Leng, Mustafa Mustafa, Ivan Bogun, Weiyue Wang, Mingxing Tan, Dragomir Anguelov
ICRA '24, 2024

[Paper] [Data] [Project] [Code]

Star

Media:

MCAL: Minimum Cost Human-Machine Active Labeling thumbnail

MCAL: Minimum Cost Human-Machine Active Labeling
Hang Qiu, Krishna Chintalapudi, Ramesh Govindan
ICLR '23, 2023

[Paper] [Talk] [Code]

Sensing the Sensor: Estimating Camera Properties with Minimal Information thumbnail

Sensing the Sensor: Estimating Camera Properties with Minimal Information
Pradipta Ghosh, Xiaochen Liu, Hang Qiu, Marcos A. M. Vieira, Gaurav S. Sukhatme, Ramesh Govindan
TOSN '22, 2022

[Paper]

Coopernaut: End-to-End Driving with Cooperative Perception for Networked Vehicles thumbnail

Coopernaut: End-to-End Driving with Cooperative Perception for Networked Vehicles
Hang Qiu*, Jiaxun Cui*, Dian Chen, Peter Stone, Yuke Zhu
CVPR '22, 2022

[Paper] [Demo] [Project] [Code]

Star

AutoCast: Scalable Infrastructure-less Cooperative Perception for Distributed Collaborative Driving thumbnail

AutoCast: Scalable Infrastructure-less Cooperative Perception for Distributed Collaborative Driving
Hang Qiu, Pohan Huang, Namo Asavisanu, Xiaochen Liu, Konstantinos Psounis, Ramesh Govindan
ACM MobiSys '22, 2022

[Paper] [Talk] [Demo] [Project] [Code]

Star

ML-EXray: Visibility into ML Deployment on the Edge thumbnail

ML-EXray: Visibility into ML Deployment on the Edge
Hang Qiu, Ioanna Vavelidou, Jian Li, Evgenya Pergament, Pete Warden, Sandeep Chinchali, Zain Asgar, Sachin Katti
MLSys '22, 2022, Outstanding Paper Award

[Paper] [Code]

Star

Media:

Optimal Resource Allocation for Crowdsourced Image Processing thumbnail

Optimal Resource Allocation for Crowdsourced Image Processing
Kristina Sorensen Wheatman, Fidan Mehmeti, Mark Mahon, Hang Qiu, Kevin S. Chan, Thomas F. La Porta
IEEE TMC, 2022

[Paper]

CarMap: Fast 3D Feature Map Updates for Automobiles thumbnail

CarMap: Fast 3D Feature Map Updates for Automobiles
Fawad Ahmad, Hang Qiu, Ray Eells, Fan Bai, Ramesh Govindan
USENIX NSDI '20, 2020

[Paper] [Demo] [Code]

Star

FedML: A Research Library and Benchmark for Federated Machine Learning thumbnail

FedML: A Research Library and Benchmark for Federated Machine Learning
Chaoyang He, Songze Li, Jinhyun So, Mi Zhang, Hongyi Wang, Xiaoyang Wang, Praneeth Vepakomma, Abhishek Singh, Hang Qiu, Li Shen, others
NeurIPS, SpicyFL '20, 2020, Best Paper Award

[Paper] [Project] [Code]

Star

AVR: Augmented Vehicular Reality thumbnail

AVR: Augmented Vehicular Reality
Hang Qiu, Fawad Ahmad, Fan Bai, Marco Gruteser, Ramesh Govindan
ACM MobiSys '18, 2018, Best Paper Runner-up Award

[Paper] [Talk] [Demo] [Code]

Star

Kestrel: Video analytics for augmented multi-camera vehicle tracking thumbnail

Kestrel: Video analytics for augmented multi-camera vehicle tracking
Hang Qiu, Xiaochen Liu, Swati Rallapalli, Archith J Bency, Kevin Chan, Rahul Urgaonkar, BS Manjunath, Ramesh Govindan
IEEE/ACM IoTDI '18, 2018

[Paper] [Demo] [Data]

Augmented Vehicular Reality: Enabling Extended Vision for Future Vehicles thumbnail

Augmented Vehicular Reality: Enabling Extended Vision for Future Vehicles
Hang Qiu, Fawad Ahmad, Ramesh Govindan, Marco Gruteser, Fan Bai, Gorkem Kar
ACM HotMobile '17, 2017

[Paper]

Towards Robust Vehicular Context Sensing thumbnail

Towards Robust Vehicular Context Sensing
Hang Qiu, Jinzhu Chen, Shubham Jain, Yurong Jiang, Matt McCartney, Gorkem Kar, Fan Bai, Donald K Grimm, Marco Gruteser, Ramesh Govindan
IEEE TVT, 2017

[Paper] [Data]

High-Rate WiFi Broadcasting in Crowded Scenarios via Lightweight Coordination of Multiple Access Points thumbnail

High-Rate WiFi Broadcasting in Crowded Scenarios via Lightweight Coordination of Multiple Access Points
Hang Qiu, Konstantinos Psounis, Giuseppe Caire, Keith M. Chugg, Kaidong Wang
ACM MobiHoc '16, 2016

[Paper] [Talk]

CARLOC: Precise Positioning of Automobiles thumbnail

CARLOC: Precise Positioning of Automobiles
Yurong Jiang, Hang Qiu, Matthew McCartney, Gaurav Sukhatme, Marco Gruteser, Fan Bai, Donald Grimm, Ramesh Govindan
ACM SenSys '15, 2015

[Paper]

CARLOG: A Platform for Flexible and Efficient Automotive Sensing thumbnail

CARLOG: A Platform for Flexible and Efficient Automotive Sensing
Yurong Jiang, Hang Qiu, Matthew McCartney, William G. J. Halfond, Fan Bai, Donald Grimm, Ramesh Govindan
ACM SenSys '14, 2014

[Paper]

* Equal contribution