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ORCIDHao (Frank) Yang
Hao Yang 0018
Person information
- affiliation: University of Washington, Department of Civil and Environmental Engineering, Seattle, WA, USA
- affiliation (PhD 2017): Queen Mary University of London, School of Electronic Engineering & Computer Science, London, UK
- affiliation: Beijing University of Posts and Telecommunications, International School, Beijing, China
Other persons with the same name
- Hao Yang — disambiguation page
- Hao Yang 0001
![[0000-0003-1914-084X]](https://dblp.org/img/orcid-mark.12x12.png "0000-0003-1914-084X")
— Nanjing University of Aeronautics and Astronautics, College of Automation Engineering, China (and 2 more) - Hao Yang 0002 — Yancheng Teachers University, School of Information Engineering, China
- Hao Yang 0003 — Nantong University, China (and 2 more)
- Hao Yang 0004 — Nokia Research Center, White Plains, NY, USA (and 2 more)
- Hao Yang 0005 — Soochow University, Robotics and Microsystems Center, College of Mechanical and Electrical Engineering, China (and 1 more)
- Hao Yang 0006 — Huawei Technologies, 2012 Labs, Beijing, China (and 2 more)
- Hao Yang 0007 — Visa Research, Palo Alto, CA, USA
- Hao Yang 0008 — Shanghai University, Shanghai Institute for Advanced Communication and Data Science, China
- Hao Yang 0009 — Beijing Academy of Agriculture and Forestry Sciences, Beijing Research Center for Information Technology in Agriculture, Key Laboratory of Quantitative Remote Sensing in Agriculture, Beijing, China
- Hao Yang 0010 — Nuctech Company Ltd., R&D Center of Artificial Intelligent, Beijing, China (and 1 more)
- Hao Yang 0011 — Worcester Polytechnic Institute, Robotics Engineering Department, Worcester, MA, USA
- Hao Yang 0012 — Anhui University of Technology, School of Mechanical Engineering, Maanshan, China
- Hao Yang 0013 — State Grid Jiangxi Electric Power Research Institute, Nanchang, Chian
- Hao Yang 0014 — Shanghai Jiao tong University, School of Electronic Information and Electrical Engineering, Shanghai, China
- Hao Yang 0015 — Southeast University, School of Computer Science and Engineering, China Key Laboratory of Computer Network and Information Integration, Nanjing, China
- Hao Yang 0016 — Beihang University, School of Electronics and Information Engineering, Beijing, China
- Hao Yang 0017 — Harbin Institute of Technology, State Key Laboratory of Robotics and System, Harbin, China
- Hao Yang 0019 — University of Science and Technology of China, School of Information Science and Technology, Hefei, China (and 1 more)
- Hao Yang 0020 — University of Electronic Science and Technology of China (UESTC), Chengdu, China
- Hao Yang 0021 — Guangdong Polytechnic Normal University, School of Automation, Guangzhou, China (and 1 more)
- Hao Yang 0022 — Chengdu University of Information Technology, School of Computing Science, Chengdu, China
- Hao Yang 0023 — University of Leicester, School of Engineering, Aerospace and Computational Engineering Research Group, Leicester, UK
- Hao Yang 0024 — Guangdong University of Technology, College of Computer, Guangzhou, China
- Hao Yang 0025 — McMaster University, Department of Civil Engineering, Hamilton, Canada (and 3 more)
- Hao Yang 0026 — Chinese Academy of Sciences, Shenzhen Institutes of Advanced Technology, Paul C. Lauterbur Research Center for Biomedical Imaging, Shenzhen, China
- Hao Yang 0027 — Nanchang University, School of Information Engineering, Nanchang, China
- Hao Yang 0028 — Fuzhou University, College of Electrical Engineering and Automation, Fujian Key Laboratory of Medical Instrumentation and Pharmaceutical Technology, Fuzhou, China
- Hao Yang 0029 — University of Southern California, Ming Hsieh Department of Electrical and Computer Engineering, Los Angeles, CA, USA
- Hao Yang 0030 — Tsinghua University, Department of Electronic Engineering, Beijing, China
- Hao Yang 0031 — Army Academy of Armored Forces, Department of Arms and Control Engineering, Beijing, China
- Hao Yang 0032 — Beihang University, School of Automation Sciences and Electrical Engineering, Beijing, China
- Hao Yang 0033 — Amazon, Seattle, WA, USA (and 1 more)
- Hao Yang 0034 — South China University of Technology, School of Mechanical and Automotive Engineering, Guangzhou, China
- Hao Yang 0035 — Sichuan University, West China Hospital, Key Lab of Transplant Engineering and Immunology, Chengdu, China
- Hao Yang 0036 — Microsoft Research Asia, Visual Computing Group, Beijing, China (and 1 more)
- Hao Yang 0037 — Alibaba Group, Hangzhou, China
- Hao Yang 0039 — Amazon, Vancouver, Canada (and 1 more)
- Hao Yang 0040 — Beijing Institute of Technology, School of Computer Science and Technology, Beijing, China (and 1 more)
- Hao Yang 0041 — Shaanxi Normal University, School of Mathematics and Statistics, Xi'an, China
- Hao Yang 0042 — National University of Defense Technology, College of Systems Engineering, Changsha, China
- Hao Yang 0043 — Amazon Web Services, AWS AI Labs
- Hao Yang 0044 — Peking University, Center for Data Science, Beijing, China
- Hao Yang 0045 — Renmin University of China, Gaoling School of Artificial Intelligence, Beijing, China
- Hao Yang 0046 — Northwestern Polytechnical University, School of Artificial Intelligence, OPtics and ElectroNics (iOPEN), Xi'an, China
- Hao Yang 0047 — Zhejiang University of Technology, Department of Automation, Hangzhou, China
- Hao Yang 0048 — Key Laboratory of Cyberspace Situation Awareness of Henan Province, Zhengzhou, China
- Hao Yang 0049 — Shopee Discovery Ads, Beijing, China
- Hao Yang 0050 — Huazhong University of Science and Technology, School of Cyber Science and Engineering, Wuhan, China
- Hao Yang 0051 — Guangxi University for Nationalities, Guangxi Key Laboratory of Hybrid Computation and IC Design Analysis, Nanning, China
- Hao Yang 0052 — Beihang University, School of Aeronautic Science and Engineering, Beijing, China
- Hao Yang 0053 — Shanghai University of Engineering Science, School of Mechanical and Automotive Engineering, China (and 1 more)
- Hao Yang 0054 — Chinese Academy of Sciences (CAS), Institute of Microelectronics, Beijing, China (and 1 more)
- Hao Yang 0055 — Fudan University, School of Information Science and Technology, Shanghai, China
- Hao Yang 0056 — University of Macau, Department of Computer and Information Science, PAMI Research Group, Macau, China
- Hao Yang 0057 — Communication University of China, State Key Laboratory of Media Convergence and Communication, Beijing, China
- Hao Yang 0058 — East China University of Science and Technology (ECUST), Department of control science and engineering, Shanghai, China
- Hao Yang 0059 — Beijing Institute of Technology, BSchool of Information and Electronics, Beijing, China
- Hao Yang 0060 — ShanghaiTech University, Shanghai Institute for Advanced Immunochemical Studies, School of Life Science and Technology, China
- Hao Yang 0061 — Guizhou University, College of Electrical Engineering, China
- Hao Yang 0062 — Zhejiang Lab, Research Center for Space Computing System, Hangzhou, China (and 2 more)
- Hao Yang 0063 — Hubei University of Technology, School of Electrical and Electronic Engineering, Wuhan, Hubei, China
- Hao Yang 0064 — Lanzhou University, School of Information Science and Engineering, China
- Hao Yang 0065 — Shandong University, School of Software, Jinan, China
- Hao Yang 0066 — Harbin Institute of Technology, Harbin, China
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2020 – today
- 2025
[j15]Hongru Du, Yang Zhao, Jianan Zhao, Shaochong Xu, Xihong Lin, Yiran Chen, Lauren M. Gardner, Hao (Frank) Yang:
Advancing real-time infectious disease forecasting using large language models. Nat. Comput. Sci. 5(6): 467-480 (2025)- [j14]Kemou Jiang, Xuan Cai, Zhiyong Cui, Aoyong Li, Yilong Ren, Haiyang Yu, Hao (Frank) Yang, Daocheng Fu, Licheng Wen, Pinlong Cai:
KoMA: Knowledge-Driven Multi-Agent Framework for Autonomous Driving With Large Language Models. IEEE Trans. Intell. Veh. 10(10): 4655-4668 (2025) - [j13]Hao Yang, Xiaobai Angela Yao, Farnoosh Roozkhosh, Ruowei Liu, Gengchen Mai:
From theory to deep learning: Understanding the impact of geographic context factors on traffic violations. Comput. Environ. Urban Syst. 119: 102268 (2025) - [c12]Yuhong Zhang, Guanlin Wu, Ling-Hao Chen, Zhuokai Zhao, Jing Lin, Xiaoke Jiang, Jiamin Wu, Zhuoheng Li, Hao (Frank) Yang, Haoqian Wang, Lei Zhang:
HumanMM: Global Human Motion Recovery from Multi-shot Videos. CVPR 2025: 1973-1983 - [c11]Hao Yang, Xiaobai Angela Yao, Christopher C. Whalen, Gengchen Mai:
BERT4Traj: Transformer-Based Trajectory Reconstruction for Sparse Mobility Data. GIScience 2025: 8:1-8:9 - [c10]Chiyue Wei, Cong Guo, Feng Cheng, Shiyu Li, Hao (Frank) Yang, Hai Helen Li, Yiran Chen:
Prosperity: Accelerating Spiking Neural Networks via Product Sparsity. HPCA 2025: 806-820 - [c9]Jingyang Zhang, Jingwei Sun, Eric C. Yeats, Yang Ouyang, Martin Kuo, Jianyi Zhang, Hao (Frank) Yang, Hai Li:
Min-K%++: Improved Baseline for Pre-Training Data Detection from Large Language Models. ICLR 2025 - [c8]Jianyi Zhang, Hao Yang, Ang Li, Xin Guo, Pu Wang, Haiming Wang, Yiran Chen, Hai Li:
MLLM-LLaVA-FL: Multimodal Large Language Model Assisted Federated Learning. WACV 2025: 4066-4076 - [i25]Chiyue Wei, Cong Guo, Feng Cheng, Shiyu Li, Hao (Frank) Yang, Hai Helen Li, Yiran Chen:
Prosperity: Accelerating Spiking Neural Networks via Product Sparsity. CoRR abs/2503.03379 (2025) - [i24]Yuhong Zhang, Guanlin Wu, Ling-Hao Chen, Zhuokai Zhao, Jing Lin, Xiaoke Jiang, Jiamin Wu, Zhuoheng Li, Hao (Frank) Yang, Haoqian Wang, Lei Zhang:
HumanMM: Global Human Motion Recovery from Multi-shot Videos. CoRR abs/2503.07597 (2025) - [i23]Yuping Wang, Shuo Xing, Cui Can, Renjie Li, Hongyuan Hua, Kexin Tian, Zhaobin Mo, Xiangbo Gao, Keshu Wu, Sulong Zhou, Hengxu You, Juntong Peng, Junge Zhang, Zehao Wang, Rui Song, Mingxuan Yan, Walter Zimmer, Xingcheng Zhou, Peiran Li, Zhaohan Lu, Chia-Ju Chen, Yue Huang, Ryan A. Rossi, Lichao Sun, Hongkai Yu, Zhiwen Fan, Hao (Frank) Yang, Yuhao Kang, Ross Greer, Chenxi Liu, Eun Hak Lee, Xuan Di, Xinyue Ye, Liu Ren, Alois Knoll, Xiaopeng Li, Shuiwang Ji, Masayoshi Tomizuka, Marco Pavone, Laurence Tianruo Yang, Jing Du, Ming-Hsuan Yang, Hua Wei, Ziran Wang, Yang Zhou, Jiachen Li, Zhengzhong Tu:
Generative AI for Autonomous Driving: Frontiers and Opportunities. CoRR abs/2505.08854 (2025) - [i22]Yang Zhao, Pu Wang, Yibo Zhao, Hongru Du, Hao (Frank) Yang:
Towards Reliable and Interpretable Traffic Crash Pattern Prediction and Safety Interventions Using Customized Large Language Models. CoRR abs/2505.12545 (2025) - [i21]Hao (Frank) Yang, Angela Yao, Christopher C. Whalen, Gengchen Mai:
BERT4Traj: Transformer Based Trajectory Reconstruction for Sparse Mobility Data. CoRR abs/2507.03062 (2025) - [i20]Linshen Liu, Boyan Su, Junyue Jiang, Guanlin Wu, Cong Guo, Ceyu Xu, Hao (Frank) Yang:
Towards Accurate and Efficient 3D Object Detection for Autonomous Driving: A Mixture of Experts Computing System on Edge. CoRR abs/2507.04123 (2025) - [i19]Renjie Li, Ruijie Ye, Mingyang Wu, Hao (Frank) Yang, Zhiwen Fan, Hezhen Hu, Zhengzhong Tu:
MMHU: A Massive-Scale Multimodal Benchmark for Human Behavior Understanding. CoRR abs/2507.12463 (2025) - [i18]Yang Zhao, Pu Wang, Hao (Frank) Yang:
How to Auto-optimize Prompts for Domain Tasks? Adaptive Prompting and Reasoning through Evolutionary Domain Knowledge Adaptation. CoRR abs/2510.21148 (2025) - [i17]Guanlin Wu, Boyan Su, Yang Zhao, Pu Wang, Yichen Lin, Hao (Frank) Yang:
Towards Physics-informed Spatial Intelligence with Human Priors: An Autonomous Driving Pilot Study. CoRR abs/2510.21160 (2025) - [i16]Yibo Zhao, Yang Zhao, Hongru Du, Hao (Frank) Yang:
Personalized Decision Modeling: Utility Optimization or Textualized-Symbolic Reasoning. CoRR abs/2511.02194 (2025) - 2024
- [j12]Xin Fu, Xiahe Lv, Hao (Frank) Yang, Xue Wang, Jianwei Wang:
Multi-lane's control performance differentiation on traffic efficiency under the lane-level dynamic coordination strategy. J. Intell. Transp. Syst. 28(4): 555-572 (2024) - [j11]Chenxi Liu, Hao (Frank) Yang, Meixin Zhu, Feilong Wang, Torgeir Vaa, Yinhai Wang:
Real-Time Multi-Task Environmental Perception System for Traffic Safety Empowered by Edge Artificial Intelligence. IEEE Trans. Intell. Transp. Syst. 25(1): 517-531 (2024) - [j10]Di Chen, Meixin Zhu, Hao Yang, Xuesong Wang, Yinhai Wang:
Data-Driven Traffic Simulation: A Comprehensive Review. IEEE Trans. Intell. Veh. 9(4): 4730-4748 (2024) - [c7]Matthew Inkawhich, Nathan Inkawhich, Hao Yang, Jingyang Zhang, Randolph Linderman, Yiran Chen:
OSR-ViT: A Simple and Modular Framework for Open-Set Object Detection and Discovery. IEEE Big Data 2024: 928-937 - [c6]Hao (Frank) Yang, Yang Zhao, Jiarui Cai, Meixin Zhu, Jenq-Neng Hwang, Yiran Chen:
Mitigating Bias of Deep Neural Networks for Trustworthy Traffic Perception in Autonomous Systems. IV 2024: 633-638 - [c5]Junyue Jiang, Hongliang Lu, Chenxi Liu, Meixin Zhu, Yiran Chen, Hao (Frank) Yang:
Cost-effective Vehicle Recognition System in Challenging Environment Empowered by Micro-Pulse LiDAR and Edge AI. IV 2024: 645-650 - [i15]Mingxing Peng, Xusen Guo, Xianda Chen, Meixin Zhu, Kehua Chen, Hao Yang, Xuesong Wang, Yinhai Wang:
LC-LLM: Explainable Lane-Change Intention and Trajectory Predictions with Large Language Models. CoRR abs/2403.18344 (2024) - [i14]Jingyang Zhang, Jingwei Sun, Eric C. Yeats, Yang Ouyang, Martin Kuo, Jianyi Zhang, Hao Yang, Hai Helen Li:
Min-K%++: Improved Baseline for Detecting Pre-Training Data from Large Language Models. CoRR abs/2404.02936 (2024) - [i13]Xusen Guo, Qiming Zhang, Junyue Jiang, Mingxing Peng, Hao Yang, Meixin Zhu:
Towards Responsible and Reliable Traffic Flow Prediction with Large Language Models. CoRR abs/2404.02937 (2024) - [i12]Hongru Du, Jianan Zhao, Yang Zhao, Shaochong Xu, Xihong Lin, Yiran Chen, Lauren M. Gardner, Hao (Frank) Yang:
Advancing Real-time Pandemic Forecasting Using Large Language Models: A COVID-19 Case Study. CoRR abs/2404.06962 (2024) - [i11]Matthew Inkawhich, Nathan Inkawhich, Hao Yang, Jingyang Zhang, Randolph Linderman, Yiran Chen:
OSR-ViT: A Simple and Modular Framework for Open-Set Object Detection and Discovery. CoRR abs/2404.10865 (2024) - [i10]Zhiwen Fan, Pu Wang, Yang Zhao, Yibo Zhao, Boris Ivanovic, Zhangyang Wang, Marco Pavone, Hao (Frank) Yang:
Learning Traffic Crashes as Language: Datasets, Benchmarks, and What-if Causal Analyses. CoRR abs/2406.10789 (2024) - [i9]Xianda Chen, Kehua Chen, Meixin Zhu, Hao Yang, Shaojie Shen, Xuesong Wang, Yinhai Wang:
MetaFollower: Adaptable Personalized Autonomous Car Following. CoRR abs/2406.16978 (2024) - [i8]Kemou Jiang, Xuan Cai, Zhiyong Cui, Aoyong Li, Yilong Ren, Haiyang Yu, Hao Yang, Daocheng Fu, Licheng Wen, Pinlong Cai:
KoMA: Knowledge-driven Multi-agent Framework for Autonomous Driving with Large Language Models. CoRR abs/2407.14239 (2024) - [i7]Cong Guo, Feng Cheng, Zhixu Du, James Kiessling, Jonathan Ku, Shiyu Li, Ziru Li, Mingyuan Ma, Tergel Molom-Ochir, Benjamin Morris, Haoxuan Shan, Jingwei Sun, Yitu Wang, Chiyue Wei, Xueying Wu, Yuhao Wu, Hao (Frank) Yang, Jingyang Zhang, Junyao Zhang, Qilin Zheng, Guanglei Zhou, Hai Li, Yiran Chen:
A Survey: Collaborative Hardware and Software Design in the Era of Large Language Models. CoRR abs/2410.07265 (2024) - 2023
- [j9]Wenqing Zheng, Hao (Frank) Yang, Jiarui Cai, Peihao Wang, Xuan Jiang, Simon Shaolei Du, Yinhai Wang, Zhangyang Wang:
Integrating the traffic science with representation learning for city-wide network congestion prediction. Inf. Fusion 99: 101837 (2023) - [j8]Ruimin Ke, Zhiyong Cui, Yanlong Chen, Meixin Zhu, Hao (Frank) Yang, Yifan Zhuang, Yinhai Wang:
Lightweight Edge Intelligence Empowered Near-Crash Detection Towards Real-Time Vehicle Event Logging. IEEE Trans. Intell. Veh. 8(4): 2737-2747 (2023) - [i6]Di Chen, Meixin Zhu, Hao Yang, Xuesong Wang, Yinhai Wang:
Data-driven Traffic Simulation: A Comprehensive Review. CoRR abs/2310.15975 (2023) - [i5]Chenjiao Tan, Qian Cao, Yiwei Li, Jielu Zhang, Xiao Yang, Huaqin Zhao, Zihao Wu, Zhengliang Liu, Hao Yang, Nemin Wu, Tao Tang, Xinyue Ye, Lilong Chai, Ninghao Liu, Changying Li, Lan Mu, Tianming Liu, Gengchen Mai:
On the Promises and Challenges of Multimodal Foundation Models for Geographical, Environmental, Agricultural, and Urban Planning Applications. CoRR abs/2312.17016 (2023) - 2022
- [j7]Hao (Frank) Yang, Ruimin Ke, Zhiyong Cui, Yinhai Wang, Karthik Murthy:
Toward a real-time Smart Parking Data Management and Prediction (SPDMP) system by attributes representation learning. Int. J. Intell. Syst. 37(8): 4437-4470 (2022) - [j6]Yifan Zhuang, Ziyuan Pu, Hao Yang, Yinhai Wang:
Edge-Artificial Intelligence-Powered Parking Surveillance With Quantized Neural Networks. IEEE Intell. Transp. Syst. Mag. 14(6): 107-121 (2022) - [j5]Hao Yang, Chenxi Liu, Meixin Zhu, Xuegang Ban, Yinhai Wang:
How Fast You Will Drive? Predicting Speed of Customized Paths By Deep Neural Network. IEEE Trans. Intell. Transp. Syst. 23(3): 2045-2055 (2022) - [j4]Hao Yang, Chenxi Liu, Yifan Zhuang, Wei Sun, Karthik Murthy, Ziyuan Pu, Yinhai Wang:
Truck Parking Pattern Aggregation and Availability Prediction by Deep Learning. IEEE Trans. Intell. Transp. Syst. 23(8): 12778-12789 (2022) - [j3]Hao Yang, Jiarui Cai, Meixin Zhu, Chenxi Liu, Yinhai Wang:
Traffic-Informed Multi-Camera Sensing (TIMS) System Based on Vehicle Re-Identification. IEEE Trans. Intell. Transp. Syst. 23(10): 17189-17200 (2022) - [j2]Chenxi Liu, Hao (Frank) Yang, Ruimin Ke, Yinhai Wang:
Toward a Dynamic Reversible Lane Management Strategy by Empowering Learning-Based Predictive Assignment Scheme. IEEE Trans. Intell. Transp. Syst. 23(12): 23311-23323 (2022) - [c4]Meng-Ju Tsai, Zhiyong Cui, Chenxi Liu, Hao Yang, Yinhai Wang:
An Incremental Learning-based Framework for Non-stationary Traffic Representations Clustering and Forecasting. ITSC 2022: 3237-3242 - [i4]Meixin Zhu, Simon S. Du, Xuesong Wang, Hao (Frank) Yang, Ziyuan Pu, Yinhai Wang:
TransFollower: Long-Sequence Car-Following Trajectory Prediction through Transformer. CoRR abs/2202.03183 (2022) - [i3]Meng-Ju Tsai, Zhiyong Cui, Hao (Frank) Yang, Yinhai Wang:
Traffic-Twitter Transformer: A Nature Language Processing-joined Framework For Network-wide Traffic Forecasting. CoRR abs/2206.11078 (2022) - 2021
- [c3]Wenqing Zheng, Qiangqiang Guo, Hao Yang, Peihao Wang, Zhangyang Wang:
Delayed Propagation Transformer: A Universal Computation Engine towards Practical Control in Cyber-Physical Systems. NeurIPS 2021: 12141-12153 - [i2]Wenqing Zheng, Qiangqiang Guo, Hao Yang, Peihao Wang, Zhangyang Wang:
Delayed Propagation Transformer: A Universal Computation Engine towards Practical Control in Cyber-Physical Systems. CoRR abs/2110.15926 (2021)
2010 – 2019
- 2019
- [c2]Tsung-Wei Huang, Jiarui Cai, Hao Yang, Hung-Min Hsu, Jenq-Neng Hwang:
Multi-View Vehicle Re-Identification using Temporal Attention Model and Metadata Re-ranking. CVPR Workshops 2019: 434-442 - [i1]Meixin Zhu, Jingyun Hu, Hao (Frank) Yang, Ziyuan Pu, Yinhai Wang:
Personalized Context-Aware Multi-Modal Transportation Recommendation. CoRR abs/1910.12601 (2019) - 2017
- [j1]Haipeng Yao, Hao Yang, Anqi Zhang, Chao Fang, Yiru Guo:
WLAN interference self-optimization using som neural networks. Concurr. Comput. Pract. Exp. 29(3) (2017) - 2016
- [c1]Yingtong Dou, Hao Yang, Xiaolong Deng:
A Survey of Collaborative Filtering Algorithms for Social Recommender Systems. SKG 2016: 40-46
Coauthor Index
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