Chen Cai

According to our database, Chen Cai authored at least 66 papers between 2007 and 2024.

Collaborative distances:

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

2024

Automated Detection of Hyperbola-Shaped Signature in Subbottom Profiler Sonar Image With Morphological Processing.

Pengcheng Chen, Shaoping Lu, Chen Cai

IEEE Trans. Geosci. Remote. Sens., 2024

Top-down framework for weakly-supervised grounded image captioning.

Chen Cai, Suchen Wang, Kim-Hui Yap, Yi Wang

Knowl. Based Syst., 2024

A high-output-swing 64-Gb/s PAM-4 transmitter with a 4-tap hybrid FFE in 28-nm CMOS.

Hua Xu, Xuqiang Zheng, Zedong Wang, Chen Cai, Wenxiang Zhen, Guojun Yuan, Qinfen Hao, Xuan Guo, Zhi Jin

IEICE Electron. Express, 2024

CL-HOI: Cross-Level Human-Object Interaction Distillation from Vision Large Language Models.

Jianjun Gao, Chen Cai, Ruoyu Wang, Wenyang Liu, Kim-Hui Yap, Kratika Garg, Boon Siew Han

CoRR, 2024

CM2-Net: Continual Cross-Modal Mapping Network for Driver Action Recognition.

Ruoyu Wang, Chen Cai, Wenqian Wang, Jianjun Gao, Dan Lin, Wenyang Liu, Kim-Hui Yap

CoRR, 2024

Balancing Performance and Cost for Two-Hop Cooperative Communications: Stackelberg Game and Distributed Multi-Agent Reinforcement Learning.

Yuanzhe Geng, Erwu Liu, Wei Ni, Rui Wang, Yan Liu, Hao Xu, Chen Cai, Abbas Jamalipour

CoRR, 2024

Video sentence grounding with temporally global textual knowledge.

Chen Cai, Runzhong Zhang, Jianjun Gao, Kejun Wu, Kim-Hui Yap, Yi Wang

CoRR, 2024

Temporal Sentence Grounding with Temporally Global Textual Knowledge.

Chen Cai, Runzhong Zhang, Jianjun Gao, Kejun Wu, Kim-Hui Yap, Yi Wang

Proceedings of the IEEE International Conference on Multimedia and Expo, 2024

Empowering Large Language Model for Continual Video Question Answering with Collaborative Prompting.

Chen Cai, Zheng Wang, Jianjun Gao, Wenyang Liu, Ye Lu, Runzhong Zhang, Kim-Hui Yap

Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024

A MPC-based approach for motion planning on redundant manipulators in human robot collaboration.

Chen Cai, Michael Schroeder, Steven Liu

Proceedings of the 20th IEEE International Conference on Automation Science and Engineering, 2024

2023

Interactive Change-Aware Transformer Network for Remote Sensing Image Change Captioning.

Chen Cai, Yi Wang, Kim-Hui Yap

Remote. Sens., December, 2023

Distributional prediction of short-term traffic using neural networks.

Bo Wang, Hai L. Vu, Inhi Kim, Chen Cai

Eng. Appl. Artif. Intell., November, 2023

Internal and External Pipe Defect Characterization via High-Frequency Lamb Waves Generated by Unidirectional EMAT.

Xu Zhang, Bo Li, Xiaolong Zhang, Xiaochun Song, Jun Tu, Chen Cai, Jundong Yuan, Qiao Wu

Sensors, October, 2023

Arterial corridor travel time prediction under non-recurring conditions.

Sajjad Shafiei, Eileen Wang, Hanna Grzybowska, Chen Cai

J. Intell. Transp. Syst., May, 2023

Optimal Traffic Signal Control of Isolated Oversaturated Intersections Using Predicted Demand.

Reza Mohajerpoor, Chen Cai, Mohsen Ramezani Ghalenoei

IEEE Trans. Intell. Transp. Syst., January, 2023

Local-to-global Perspectives on Graph Neural Networks

Chen Cai

PhD thesis, 2023

Prototype Optical Bionic Microphone with a Dual-Channel Mach-Zehnder Interferometric Transducer.

Xin Liu, Chen Cai, Kangning Ji, Xinyu Hu, Linsen Xiong, Zhi-mei Qi

Sensors, 2023

Top-Down Viewing for Weakly Supervised Grounded Image Captioning.

Chen Cai, Suchen Wang, Kim-Hui Yap

CoRR, 2023

Local-to-global Perspectives on Graph Neural Networks.

Chen Cai

CoRR, 2023

On the Connection Between MPNN and Graph Transformer.

Chen Cai, Truong Son Hy, Rose Yu, Yusu Wang

Proceedings of the International Conference on Machine Learning, 2023

2022

Benchmarking and Analyzing Unsupervised Network Representation Learning and the Illusion of Progress.

Saket Gurukar, Priyesh Vijayan, Srinivasan Parthasarathy, Balaraman Ravindran, Aakash Srinivasan, Goonmeet Bajaj, Chen Cai, Moniba Keymanesh, Saravana Kumar, Pranav Maneriker, Anasua Mitra, Vedang Patel

Trans. Mach. Learn. Res., 2022

The Bounds of Improvements Toward Real-Time Forecast of Multi-Scenario Train Delays.

Jianqing Wu, Yihui Wang, Bo Du, Qiang Wu, Yanlong Zhai, Jun Shen, Luping Zhou, Chen Cai, Wei Wei, Qingguo Zhou

IEEE Trans. Intell. Transp. Syst., 2022

Fabrication of Glass Diaphragm Based Fiber-Optic Microphone for Sensitive Detection of Airborne and Waterborne Sounds.

Gaomi Wu, Xinyu Hu, Xin Liu, Zhifei Dong, Yan Yue, Chen Cai, Zhi-mei Qi

Sensors, 2022

Short-term traffic flow prediction in bike-sharing networks.

Bo Wang, Hai Le Vu, Inhi Kim, Chen Cai

J. Intell. Transp. Syst., 2022

Generative Coarse-Graining of Molecular Conformations.

Wujie Wang, Minkai Xu, Chen Cai, Benjamin Kurt Miller, Tess E. Smidt, Yusu Wang, Jian Tang, Rafael Gómez-Bombarelli

Proceedings of the International Conference on Machine Learning, 2022

Convergence of Invariant Graph Networks.

Chen Cai, Yusu Wang

Proceedings of the International Conference on Machine Learning, 2022

Equivariant Subgraph Aggregation Networks.

Beatrice Bevilacqua, Fabrizio Frasca, Derek Lim, Balasubramaniam Srinivasan, Chen Cai, Gopinath Balamurugan, Michael M. Bronstein, Haggai Maron

Proceedings of the Tenth International Conference on Learning Representations, 2022

Attribute Conditioned Fashion Image Captioning.

Chen Cai, Kim-Hui Yap, Suchen Wang

Proceedings of the 2022 IEEE International Conference on Image Processing, 2022

2021

Elder-Rule-Staircodes for Augmented Metric Spaces.

Chen Cai, Woojin Kim, Facundo Mémoli, Yusu Wang

SIAM J. Appl. Algebra Geom., 2021

Traffic4cast - Large-scale Traffic Prediction using 3DResNet and Sparse-UNet.

Bo Wang, Reza Mohajerpoor, Chen Cai, Inhi Kim, Hai L. Vu

CoRR, 2021

Equivariant geometric learning for digital rock physics: estimating formation factor and effective permeability tensors from Morse graph.

Chen Cai, Nikolaos Vlassis, Lucas Magee, Ran Ma, Zeyu Xiong, Bahador Bahmani, Teng-Fong Wong, Yusu Wang, WaiChing Sun

CoRR, 2021

Traffic4cast at NeurIPS 2021 - Temporal and Spatial Few-Shot Transfer Learning in Gridded Geo-Spatial Processes.

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

Proceedings of the NeurIPS 2021 Competitions and Demonstrations Track, 2021

Next Hour Frequency of Services Prediction for Rail Transit Network.

Reza Mohajerpoor, Hoang Nguyen, Chen Cai

Proceedings of the 24th IEEE International Intelligent Transportation Systems Conference, 2021

Task Space Bilateral Teleoperation of Co-manipulators using Power-based TDPC and Leader-follower Admittance Control.

Chen Cai, Ya-Jun Pan, Steven Liu, Lucas Wan

Proceedings of the IECON 2021, 2021

Graph Coarsening with Neural Networks.

Chen Cai, Dingkang Wang, Yusu Wang

Proceedings of the 9th International Conference on Learning Representations, 2021

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.

Chen Cai, Xuqiang Zheng, Yong Chen, Danyu Wu, Jian Luan, Lei Zhou, Jin Wu, Xinyu Liu

Proceedings of the 47th ESSCIRC 2021, 2021

A Real-Time Output 50-GS/s 8-bit TI-ADC with Dedicated Calibration Techniques and Deterministic Latency.

Jian Luan, Danyu Wu, Xuqiang Zheng, Chen Cai, Linzhen Wu, Lei Zhou, Jin Wu, Xinyu Liu

Proceedings of the 47th ESSCIRC 2021, 2021

2020

Towards Attention-Based Convolutional Long Short-Term Memory for Travel Time Prediction of Bus Journeys.

Jianqing Wu, Qiang Wu, Jun Shen, Chen Cai

Sensors, 2020

A Note on Over-Smoothing for Graph Neural Networks.

Chen Cai, Yusu Wang

CoRR, 2020

Understanding the Power of Persistence Pairing via Permutation Test.

Chen Cai, Yusu Wang

CoRR, 2020

Energy Consumption Forecasting Using a Stacked Nonparametric Bayesian Approach.

Dilusha Weeraddana, Nguyen Lu Dang Khoa, Lachlan O'Neil, Weihong Wang, Chen Cai

Proceedings of the Machine Learning and Knowledge Discovery in Databases. Applied Data Science and Demo Track, 2020

Long-Term Water Pipe Condition Assessment: A Semiparametric Model Using Gaussian Process and Survival Analysis.

Dilusha Weeraddana, Harini Hapuarachchi, Lakshitha Kumarapperuma, Nguyen Lu Dang Khoa, Chen Cai

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2020

An LSTM-Based Speed Predictor Based on Traffic Simulation Data for Improving the Performance of Energy-Optimal Adaptive Cruise Control.

Yanzhao Jia, Chen Cai, Daniel Görges

Proceedings of the 23rd IEEE International Conference on Intelligent Transportation Systems, 2020

Optimal Traffic Control for Roads with Mixed Autonomous and Human-Driven Vehicles.

Reza Mohajerpoor, Chen Cai

Proceedings of the 2020 American Control Conference, 2020

A Traffic Signal Control Strategy to Avoid Spillback on Short Links.

Reza Mohajerpoor, Chen Cai

Proceedings of the 2020 American Control Conference, 2020

2019

Predicting Air Quality by Integrating a Mesoscopic Traffic Simulation Model and Simplified Air Pollutant Estimation Models.

Adriana Simona Mihaita, Mirian Benavides Ortiz, Mauricio Camargo, Chen Cai

Int. J. Intell. Transp. Syst. Res., 2019

Traffic signal control optimization under severe incident conditions using Genetic Algorithm.

Tuo Mao, Adriana Simona Mihaita, Chen Cai

CoRR, 2019

Trip Table Estimation and Prediction for Dynamic Traffic Assignment Applications.

Sajjad Shafiei, Adriana Simona Mihaita, Chen Cai

CoRR, 2019

Arterial incident duration prediction using a bi-level framework of extreme gradient-tree boosting.

Adriana Simona Mihaita, Zheyuan Liu, Chen Cai, Marian-Andrei Rizoiu

CoRR, 2019

Network Representation Learning: Consolidation and Renewed Bearing.

Saket Gurukar, Priyesh Vijayan, Aakash Srinivasan, Goonmeet Bajaj, Chen Cai, Moniba Keymanesh, Saravana Kumar, Pranav Maneriker, Anasua Mitra, Vedang Patel, Balaraman Ravindran, Srinivasan Parthasarathy

CoRR, 2019

Towards a General Prediction System for the Primary Delay in Urban Railways.

Jianqing Wu, Luping Zhou, Chen Cai, Fang Dong, Jun Shen, Geng Sun

Proceedings of the 2019 IEEE Intelligent Transportation Systems Conference, 2019

2018

A 1.25-12.5 Gbps Adaptive CTLE with Asynchronous Statistic Eye-Opening Monitor.

Chen Cai, Jianzhong Zhao, Yumei Zhou

J. Electr. Comput. Eng., 2018

A simple yet effective baseline for non-attribute graph classification.

Chen Cai, Yusu Wang

CoRR, 2018

Two Methods to Calibrate the Total Travel Demand and Variability for a Regional Traffic Network.

Tao Wen, Lauren Gardner, Vinayak V. Dixit, S. Travis Waller, Chen Cai, Fang Chen

Comput. Aided Civ. Infrastructure Eng., 2018

A Strategic User Equilibrium for Independently Distributed Origin-Destination Demands.

Tao Wen, Chen Cai, Lauren Gardner, Vinayak V. Dixit, S. Travis Waller, Fang Chen

Comput. Aided Civ. Infrastructure Eng., 2018

Data Fusion for MaaS: Opportunities and Challenges.

Jianqing Wu, Luping Zhou, Chen Cai, Jun Shen, Sim Kim Lau, Jianming Yong

Proceedings of the 22nd IEEE International Conference on Computer Supported Cooperative Work in Design, 2018

DualBoost: Handling Missing Values with Feature Weights and Weak Classifiers that Abstain.

Weihong Wang, Jie Xu, Yang Wang, Chen Cai, Fang Chen

Proceedings of the 27th ACM International Conference on Information and Knowledge Management, 2018

2017

Travel Behavior: Understanding Travel Choice in Modes and Routes from GIS Data.

Hoang Nguyen, Chen Cai

Proceedings of the Encyclopedia of GIS., 2017

2012

A Social Network Approach to Software Development Risk Correlation Analysis.

Hao Song, Chen Cai

Proceedings of the Fifth International Conference on Business Intelligence and Financial Engineering, 2012

2011

Adaptive signal-vehicle cooperative controlling system.

Tung Le, Chen Cai, Toby Walsh

Proceedings of the 14th International IEEE Conference on Intelligent Transportation Systems, 2011

Quantifying the exact impact of state estimation error on traffic signal control.

Chen Cai, Yang Wang, Glenn Geers

Proceedings of the 4th ACM SIGSPATIAL International Workshop on Computational Transportation Science 2011, 2011

2010

Supply chain coordination with insurance contract.

Zhibing Lin, Chen Cai, Baoguang Xu

Eur. J. Oper. Res., 2010

A new feature for approximate dynamic programming traffic light controller.

Tung Le, Chen Cai

Proceedings of the Second International Workshop on Computational Transportation Science, 2010

Adaptive traffic signal control using vehicle-to-infrastructure communication: a technical note.

Chen Cai, Yang Wang, Glenn Geers

Proceedings of the Second International Workshop on Computational Transportation Science, 2010

2009

On the performance of adaptive traffic signal control.

Chen Cai, Bernhard Hengst, Getian Ye, Enyang Huang, Yang Wang, J. Carlos Aydos, Glenn Geers

Proceedings of the Second International Workshop on Computational Transportation Science, 2009

2007

Adaptive Dynamic Control for Road Traffic Signals.

Benjamin G. Heydecker, Chen Cai, Chikwong Wong

Proceedings of the IEEE International Conference on Networking, Sensing and Control, 2007