Chen Cai

Publication Activity (10 Years)

Years Active: 2007-2024
Publications (10 Years): 59

Top Topics

Stackelberg Game

Weak Classifiers

Traffic Signal Control

Top Venues

Publications

Yuanzhe Geng, Erwu Liu, Wei Ni, Rui Wang, Yan Liu, Hao Xu, Chen Cai, Abbas Jamalipour
Balancing Performance and Cost for Two-Hop Cooperative Communications: Stackelberg Game and Distributed Multi-Agent Reinforcement Learning. CoRR (2024)
Hua Xu, Xuqiang Zheng, Zedong Wang, Chen Cai, Wenxiang Zhen, Guojun Yuan, Qinfen Hao, Xuan Guo, Zhi Jin
A high-output-swing 64-Gb/s PAM-4 transmitter with a 4-tap hybrid FFE in 28-nm CMOS. IEICE Electron. Express 21 (7) (2024)
Chen Cai, Suchen Wang, Kim-Hui Yap, Yi Wang
Top-down framework for weakly-supervised grounded image captioning. Knowl. Based Syst. 287 (2024)
Ruoyu Wang, Chen Cai, Wenqian Wang, Jianjun Gao, Dan Lin, Wenyang Liu, Kim-Hui Yap
CM2-Net: Continual Cross-Modal Mapping Network for Driver Action Recognition. CoRR (2024)
Xin Liu, Chen Cai, Kangning Ji, Xinyu Hu, Linsen Xiong, Zhi-mei Qi
Prototype Optical Bionic Microphone with a Dual-Channel Mach-Zehnder Interferometric Transducer. Sensors 23 (9) (2023)
Chen Cai, Truong Son Hy, Rose Yu, Yusu Wang
On the Connection Between MPNN and Graph Transformer. CoRR (2023)
Chen Cai, Truong Son Hy, Rose Yu, Yusu Wang
On the Connection Between MPNN and Graph Transformer. ICML (2023)
Reza Mohajerpoor, Chen Cai, Mohsen Ramezani Ghalenoei
Optimal Traffic Signal Control of Isolated Oversaturated Intersections Using Predicted Demand. IEEE Trans. Intell. Transp. Syst. 24 (1) (2023)
Chen Cai, Yi Wang, Kim-Hui Yap
Interactive Change-Aware Transformer Network for Remote Sensing Image Change Captioning. Remote. Sens. 15 (23) (2023)
Chen Cai, Suchen Wang, Kim-Hui Yap
Top-Down Viewing for Weakly Supervised Grounded Image Captioning. CoRR (2023)
Xu Zhang, Bo Li, Xiaolong Zhang, Xiaochun Song, Jun Tu, Chen Cai, Jundong Yuan, Qiao Wu
Internal and External Pipe Defect Characterization via High-Frequency Lamb Waves Generated by Unidirectional EMAT. Sensors 23 (21) (2023)
Bo Wang, Hai L. Vu, Inhi Kim, Chen Cai
Distributional prediction of short-term traffic using neural networks. Eng. Appl. Artif. Intell. 126 (2023)
Chen Cai
Local-to-global Perspectives on Graph Neural Networks. CoRR (2023)
Sajjad Shafiei, Eileen Wang, Hanna Grzybowska, Chen Cai
Arterial corridor travel time prediction under non-recurring conditions. J. Intell. Transp. Syst. 27 (3) (2023)
Chen Cai, Yusu Wang
Convergence of Invariant Graph Networks. ICML (2022)
Gaomi Wu, Xinyu Hu, Xin Liu, Zhifei Dong, Yan Yue, Chen Cai, Zhi-mei Qi
Fabrication of Glass Diaphragm Based Fiber-Optic Microphone for Sensitive Detection of Airborne and Waterborne Sounds. Sensors 22 (6) (2022)
Chen Cai, Yusu Wang
Convergence of Invariant Graph Networks. CoRR (2022)
Beatrice Bevilacqua, Fabrizio Frasca, Derek Lim, Balasubramaniam Srinivasan, Chen Cai, Gopinath Balamurugan, Michael M. Bronstein, Haggai Maron
Equivariant Subgraph Aggregation Networks. ICLR (2022)
Bo Wang, Hai Le Vu, Inhi Kim, Chen Cai
Short-term traffic flow prediction in bike-sharing networks. J. Intell. Transp. Syst. 26 (4) (2022)
Christian Eichenberger, Moritz Neun, Henry Martin, Pedro Herruzo, Markus Spanring, Yichao Lu, Sungbin Choi, Vsevolod Konyakhin, Nina Lukashina, Aleksei Shpilman, Nina Wiedemann, Martin Raubal, Bo Wang, Hai L. Vu, Reza Mohajerpoor, Chen Cai, Inhi Kim, Luca Hermes, Andrew Melnik, Riza Velioglu, Markus Vieth, Malte Schilling, Alabi Bojesomo, Hasan Al-Marzouqi, Panos Liatsis, Jay Santokhi, Dylan Hillier, Yiming Yang, Joned Sarwar, Anna Jordan, Emil Hewage, David Jonietz, Fei Tang, Aleksandra Gruca, Michael Kopp, David P. Kreil, Sepp Hochreiter
Traffic4cast at NeurIPS 2021 - Temporal and Spatial Few-Shot Transfer Learning in Gridded Geo-Spatial Processes. CoRR (2022)
Chen Cai, Kim-Hui Yap, Suchen Wang
Attribute Conditioned Fashion Image Captioning. ICIP (2022)
Saket Gurukar, Priyesh Vijayan, Srinivasan Parthasarathy, Balaraman Ravindran, Aakash Srinivasan, Goonmeet Bajaj, Chen Cai, Moniba Keymanesh, Saravana Kumar, Pranav Maneriker, Anasua Mitra, Vedang Patel
Benchmarking and Analyzing Unsupervised Network Representation Learning and the Illusion of Progress. Trans. Mach. Learn. Res. 2022 (2022)
Wujie Wang, Minkai Xu, Chen Cai, Benjamin Kurt Miller, Tess E. Smidt, Yusu Wang, Jian Tang, Rafael Gómez-Bombarelli
Generative Coarse-Graining of Molecular Conformations. ICML (2022)
Jianqing Wu, Yihui Wang, Bo Du, Qiang Wu, Yanlong Zhai, Jun Shen, Luping Zhou, Chen Cai, Wei Wei, Qingguo Zhou
The Bounds of Improvements Toward Real-Time Forecast of Multi-Scenario Train Delays. IEEE Trans. Intell. Transp. Syst. 23 (3) (2022)
Wujie Wang, Minkai Xu, Chen Cai, Benjamin Kurt Miller, Tess Smidt, Yusu Wang, Jian Tang, Rafael Gómez-Bombarelli
Generative Coarse-Graining of Molecular Conformations. CoRR (2022)
Chen Cai, Ya-Jun Pan, Steven Liu, Lucas Wan
Task Space Bilateral Teleoperation of Co-manipulators using Power-based TDPC and Leader-follower Admittance Control. IECON (2021)
Chen Cai, Dingkang Wang, Yusu Wang
Graph Coarsening with Neural Networks. CoRR (2021)
Jian Luan, Danyu Wu, Xuqiang Zheng, Chen Cai, Linzhen Wu, Lei Zhou, Jin Wu, Xinyu Liu
A Real-Time Output 50-GS/s 8-bit TI-ADC with Dedicated Calibration Techniques and Deterministic Latency. ESSCIRC (2021)
Chen Cai, Xuqiang Zheng, Yong Chen, Danyu Wu, Jian Luan, Lei Zhou, Jin Wu, Xinyu Liu
A 1.4-Vppd 64-Gb/s PAM-4 Transmitter with 4-Tap Hybrid FFE Employing Fractionally-Spaced Pre-Emphasis and Baud-Spaced De-Emphasis in 28-nm CMOS. ESSCIRC (2021)
Bo Wang, Reza Mohajerpoor, Chen Cai, Inhi Kim, Hai L. Vu
Traffic4cast - Large-scale Traffic Prediction using 3DResNet and Sparse-UNet. CoRR (2021)
Chen Cai, Nikolaos Vlassis, Lucas Magee, Ran Ma, Zeyu Xiong, Bahador Bahmani, Teng-Fong Wong, Yusu Wang, WaiChing Sun
Equivariant geometric learning for digital rock physics: estimating formation factor and effective permeability tensors from Morse graph. CoRR (2021)
Reza Mohajerpoor, Hoang Nguyen, Chen Cai
Next Hour Frequency of Services Prediction for Rail Transit Network. ITSC (2021)
Chen Cai, Woojin Kim, Facundo Mémoli, Yusu Wang
Elder-Rule-Staircodes for Augmented Metric Spaces. SIAM J. Appl. Algebra Geom. 5 (3) (2021)
Beatrice Bevilacqua, Fabrizio Frasca, Derek Lim, Balasubramaniam Srinivasan, Chen Cai, Gopinath Balamurugan, Michael M. Bronstein, Haggai Maron
Equivariant Subgraph Aggregation Networks. CoRR (2021)
Chen Cai, Dingkang Wang, Yusu Wang
Graph Coarsening with Neural Networks. ICLR (2021)
Christian Eichenberger, Moritz Neun, Henry Martin, Pedro Herruzo, Markus Spanring, Yichao Lu, Sungbin Choi, Vsevolod Konyakhin, Nina Lukashina, Aleksei Shpilman, Nina Wiedemann, Martin Raubal, Bo Wang, Hai L. Vu, Reza Mohajerpoor, Chen Cai, Inhi Kim, Luca Hermes, Andrew Melnik, Riza Velioglu, Markus Vieth, Malte Schilling, Alabi Bojesomo, Hasan Al-Marzouqi, Panos Liatsis, Jay Santokhi, Dylan Hillier, Yiming Yang, Joned Sarwar, Anna Jordan, Emil Hewage, David Jonietz, Fei Tang, Aleksandra Gruca, Michael Kopp, David P. Kreil, Sepp Hochreiter
Traffic4cast at NeurIPS 2021 - Temporal and Spatial Few-Shot Transfer Learning in Gridded Geo-Spatial Processes. NeurIPS (Competition and Demos) (2021)
Chen Cai, Yusu Wang
Understanding the Power of Persistence Pairing via Permutation Test. CoRR (2020)
Chen Cai, Yusu Wang
A Note on Over-Smoothing for Graph Neural Networks. CoRR (2020)
Dilusha Weeraddana, Harini Hapuarachchi, Lakshitha Kumarapperuma, Nguyen Lu Dang Khoa, Chen Cai
Long-Term Water Pipe Condition Assessment: A Semiparametric Model Using Gaussian Process and Survival Analysis. PAKDD (2) (2020)
Reza Mohajerpoor, Chen Cai
A Traffic Signal Control Strategy to Avoid Spillback on Short Links. ACC (2020)
Chen Cai, Woojin Kim, Facundo Mémoli, Yusu Wang
Elder-rule-staircodes for Augmented Metric Spaces. CoRR (2020)
Dilusha Weeraddana, Nguyen Lu Dang Khoa, Lachlan O'Neil, Weihong Wang, Chen Cai
Energy consumption forecasting using a stacked nonparametric Bayesian approach. CoRR (2020)
Dilusha Weeraddana, Nguyen Lu Dang Khoa, Lachlan O'Neil, Weihong Wang, Chen Cai
Energy Consumption Forecasting Using a Stacked Nonparametric Bayesian Approach. ECML/PKDD (5) (2020)
Jianqing Wu, Qiang Wu, Jun Shen, Chen Cai
Towards Attention-Based Convolutional Long Short-Term Memory for Travel Time Prediction of Bus Journeys. Sensors 20 (12) (2020)
Chen Cai, Woojin Kim, Facundo Mémoli, Yusu Wang
Elder-Rule-Staircodes for Augmented Metric Spaces. SoCG (2020)
Reza Mohajerpoor, Chen Cai
Optimal Traffic Control for Roads with Mixed Autonomous and Human-Driven Vehicles. ACC (2020)
Yanzhao Jia, Chen Cai, Daniel Görges
An LSTM-Based Speed Predictor Based on Traffic Simulation Data for Improving the Performance of Energy-Optimal Adaptive Cruise Control. ITSC (2020)
Saket Gurukar, Priyesh Vijayan, Aakash Srinivasan, Goonmeet Bajaj, Chen Cai, Moniba Keymanesh, Saravana Kumar, Pranav Maneriker, Anasua Mitra, Vedang Patel, Balaraman Ravindran, Srinivasan Parthasarathy
Network Representation Learning: Consolidation and Renewed Bearing. CoRR (2019)
Adriana Simona Mihaita, Zheyuan Liu, Chen Cai, Marian-Andrei Rizoiu
Arterial incident duration prediction using a bi-level framework of extreme gradient-tree boosting. CoRR (2019)
Jianqing Wu, Luping Zhou, Chen Cai, Fang Dong, Jun Shen, Geng Sun
Towards a General Prediction System for the Primary Delay in Urban Railways. ITSC (2019)
Tuo Mao, Adriana Simona Mihaita, Chen Cai
Traffic signal control optimization under severe incident conditions using Genetic Algorithm. CoRR (2019)
Adriana Simona Mihaita, Mirian Benavides Ortiz, Mauricio Camargo, Chen Cai
Predicting Air Quality by Integrating a Mesoscopic Traffic Simulation Model and Simplified Air Pollutant Estimation Models. Int. J. Intell. Transp. Syst. Res. 17 (2) (2019)
Sajjad Shafiei, Adriana Simona Mihaita, Chen Cai
Trip Table Estimation and Prediction for Dynamic Traffic Assignment Applications. CoRR (2019)
Tao Wen, Chen Cai, Lauren Gardner, Vinayak V. Dixit, S. Travis Waller, Fang Chen
A Strategic User Equilibrium for Independently Distributed Origin-Destination Demands. Comput. Aided Civ. Infrastructure Eng. 33 (4) (2018)
Chen Cai, Jianzhong Zhao, Yumei Zhou
A 1.25-12.5 Gbps Adaptive CTLE with Asynchronous Statistic Eye-Opening Monitor. J. Electr. Comput. Eng. 2018 (2018)
Tao Wen, Lauren Gardner, Vinayak V. Dixit, S. Travis Waller, Chen Cai, Fang Chen
Two Methods to Calibrate the Total Travel Demand and Variability for a Regional Traffic Network. Comput. Aided Civ. Infrastructure Eng. 33 (4) (2018)
Jianqing Wu, Luping Zhou, Chen Cai, Jun Shen, Sim Kim Lau, Jianming Yong
Data Fusion for MaaS: Opportunities and Challenges. CSCWD (2018)
Weihong Wang, Jie Xu, Yang Wang, Chen Cai, Fang Chen
DualBoost: Handling Missing Values with Feature Weights and Weak Classifiers that Abstain. CIKM (2018)
Chen Cai, Yusu Wang
A simple yet effective baseline for non-attribute graph classification. CoRR (2018)
Hao Song, Chen Cai
A Social Network Approach to Software Development Risk Correlation Analysis. BIFE (2012)
Chen Cai, Yang Wang, Glenn Geers
Quantifying the exact impact of state estimation error on traffic signal control. CTS@GIS (2011)
Tung Le, Chen Cai, Toby Walsh
Adaptive signal-vehicle cooperative controlling system. ITSC (2011)
Tung Le, Chen Cai
A new feature for approximate dynamic programming traffic light controller. Computational Transportation Science (2010)
Chen Cai, Yang Wang, Glenn Geers
Adaptive traffic signal control using vehicle-to-infrastructure communication: a technical note. Computational Transportation Science (2010)
Zhibing Lin, Chen Cai, Baoguang Xu
Supply chain coordination with insurance contract. Eur. J. Oper. Res. 205 (2) (2010)
Chen Cai, Bernhard Hengst, Getian Ye, Enyang Huang, Yang Wang, Carlos Aydos, Glenn Geers
On the performance of adaptive traffic signal control. GIS-IWCTS (2009)
Benjamin G. Heydecker, Chen Cai, Chikwong Wong
Adaptive Dynamic Control for Road Traffic Signals. ICNSC (2007)