| 2026 | ISCAS | Embedding Passion: A Project-Based Scaffolding Framework for Embedded Systems Education. | Qingqing Ni, Linxin Hou, Jing Gu, Henry Tan, Ankit Srivastava, Christopher Moy, Chen-Khong Tham, Rajesh C. Panicker |
| 2026 | WCNC | Hierarchical Federated Reinforcement Learning for Collaborative Wireless Distributed Systems. | Xiaoyang Zhang, Chen-Khong Tham |
| 2025 | GLOBECOM | Generative Diffusion-based Machine Learning Method for Base Station Layout Design. | Fengkai Cai, Chen-Khong Tham |
| 2025 | GLOBECOM | Transformer-based Reinforcement Learning for Base Station Selection. | Weijun Huang, Chen-Khong Tham |
| 2025 | GLOBECOM | Value-Based Cooperative Multi-Agent Reinforcement Learning for Federated IoT Systems. | Juezhao Yu, Chen-Khong Tham |
| 2025 | VTC | Marl-Enhanced Federated Learning for Predicting Remaining Useful Lifetime. | Rajarshi Chattopadhyay, Chen-Khong Tham |
| 2025 | VTC | Multi-Agent Soft Actor-Critic for Production Rate Control. | Weng Yi Liew, Chen-Khong Tham |
| 2024 | VTC | A Position Aware Transformer Architecture for Traffic State Forecasting. | Rajarshi Chattopadhyay, Chen-Khong Tham |
| 2024 | VTC | Multi-Agent Deep Reinforcement Learning based Multi-Objective Resource Optimization in a Distributed Manufacturing System. | Xinchang Shen, Chen-Khong Tham |
| 2024 | VTC | Hierarchical Federated Learning with Edge Optimization in Constrained Networks. | Xiaoyang Zhang, Chen-Khong Tham, Wenyi Wang |
| 2023 | GLOBECOM | FedPreM: A Novel Federated Reinforcement Learning Framework for Predictive Maintenance. | Lu Yang, Chen-Khong Tham, Songtao Guo |
| 2023 | VTC | Prescriptive Maintenance of Freight Vehicles using Deep Reinforcement Learning. | Chen-Khong Tham, Weihao Liu, Rajarshi Chattopadhyay |
| 2023 | VTC | Model-based and Model-free Prescriptive Maintenance on Edge Computing Nodes. | Chen-Khong Tham, Naman Sharma, Jingrui Hu |
| 2023 | VTC | Federated Learning for Anomaly Detection in Vehicular Networks. | Chen-Khong Tham, Lu Yang, Akshit Khanna, Bhavya Gera |
| 2022 | VTC | Mixture of Experts based Model Integration for Traffic State Prediction. | Rajarshi Chattopadhyay, Chen-Khong Tham |
| 2020 | IECON | Active Learning for IoT Data Prioritization in Edge Nodes Over Wireless Networks. | Chen-Khong Tham, Rajalaxmi Rajagopalan |
| 2019 | ICPADS | Predictive Maintenance Using GPU-Accelerated Partially Observable Markov Decision Process. | Naman Sharma, Chen-Khong Tham |
| 2019 | PERCOM | A Scalable MDP-Based Sensing and Processing Framework for Vehicular Networks. | Rajarshi Chattopadhyay, Chen-Khong Tham |
| 2018 | ICPADS | GraphEL: A Graph-Based Ensemble Learning Method for Distributed Diagnostics and Prognostics in the Industrial Internet of Things. | Chongyu Zhou, Chen-Khong Tham |
| 2018 | INFOCOM | A deep reinforcement learning based offloading scheme in ad-hoc mobile clouds. | Duc Van Le, Chen-Khong Tham |
| 2018 | PERCOM | Where to Process: Deadline-aware Online Resource Auction in Mobile Edge Computing. | Chongyu Zhou, Chen-Khong Tham |
| 2018 | SECON | Information-Driven Distributed Sensing for Efficient Bayesian Inference in Internet of Things Systems. | Chongyu Zhou, Qiang Li, Chen-Khong Tham |
| 2018 | SECON | Deadline-Aware Peer-to-Peer Task Offloading in Stochastic Mobile Cloud Computing Systems. | Chongyu Zhou, Chen-Khong Tham |
| 2017 | GLOBECOM | An Optimization-Based Approach to Offloading in Ad-Hoc Mobile Clouds. | Duc Van Le, Chen-Khong Tham |
| 2017 | GLOBECOM | Online Auction for Truthful Stochastic Offloading in Mobile Cloud Computing. | Chongyu Zhou, Chen-Khong Tham, Mehul Motani |
| 2017 | ICPADS | Machine Learning (ML)-Based Air Quality Monitoring Using Vehicular Sensor Networks. | Duc Van Le, Chen-Khong Tham |
| 2017 | PERCOM | Latency aware mobile task assignment and load balancing for edge cloudlets. | Vinay Chamola, Chen-Khong Tham, G. Sai Sesha Chalapathi |
| 2017 | PERCOM | Quality of Information (QoI)-aware cooperative sensing in vehicular sensor networks. | Duc Van Le, Chen-Khong Tham, Yanmin Zhu |
| 2017 | WoWMoM | A load balancing scheme for sensing and analytics on a mobile edge computing network. | Chen-Khong Tham, Rajarshi Chattopadhyay |
| 2017 | SECON | Auction Meets Queuing: Information-Driven Data Purchasing in Stochastic Mobile Crowd Sensing. | Chongyu Zhou, Chen-Khong Tham, Mehul Motani |
| 2016 | SECON | Optimizing Graphical Model Structure for Distributed Inference in Wireless Sensor Networks. | Chongyu Zhou, Chen-Khong Tham, Mehul Motani |
| 2015 | ICPADS | iCal: Intervention-free Calibration for Measuring Noise with Smartphones. | Yanmin Zhu, Juan Li, Lubin Liu, Chen-Khong Tham |
| 2015 | SECON | An information-driven incentive scheme with consumer demand awareness for participatory sensing. | Wen Sun, Chen-Khong Tham |
| 2014 | CloudCom | A Stochastic Workload Distribution Approach for an Ad Hoc Mobile Cloud. | Tram Truong Huu, Chen-Khong Tham, Dusit Niyato |
| 2014 | CloudCom | To Offload or to Wait: An Opportunistic Offloading Algorithm for Parallel Tasks in a Mobile Cloud. | Tram Truong Huu, Chen-Khong Tham, Dusit Niyato |
| 2014 | INFOCOM | Spectrum aware and energy efficient MAC protocol for cognitive radio sensor network. | Amna Jamal, Chen-Khong Tham, Wai-Choong Wong |
| 2014 | SECON | Wireless deployed and participatory sensing system for environmental monitoring. | Wen Sun, Qiang Li, Chen-Khong Tham |
| 2013 | DCOSS | Event Prediction and Modeling of Variable Rate Sampled Data Using Dynamic Bayesian Networks. | Vishal Sharma, Chen-Khong Tham |
| 2013 | DCOSS | Information-Driven Sensor Selection for Energy-Efficient Human Motion Tracking. | Chen-Khong Tham, Mingding Han |
| 2013 | DCOSS | Quality of Contributed Service and Market Equilibrium for Participatory Sensing. | Chen-Khong Tham, Tie Luo |
| 2013 | IC2E | An Auction-Based Resource Allocation Model for Green Cloud Computing. | Tram Truong Huu, Chen-Khong Tham |
| 2013 | UCC | Energy-Efficient Mapping and Scheduling of Task Interaction Graphs for Code Offloading in Mobile Cloud Computing. | P. Balakrishnan, Chen-Khong Tham |
| 2013 | UCC | A Game-Theoretic Model for Dynamic Pricing and Competition among Cloud Providers. | Tram Truong Huu, Chen-Khong Tham |
| 2012 | ICPADS | Hidden Markov Models for Abnormal Event Processing in Transportation Data Streams. | John Kah Soon Lau, Chen-Khong Tham |
| 2012 | WCNC | A practical incremental relaying scheme with imperfect feedback for wireless networks. | Dorin Panaitopol, Peng Yong Kong, Chen-Khong Tham, Abdoulaye Bagayoko |
| 2012 | SECON | Fairness and social welfare in incentivizing participatory sensing. | Tie Luo, Chen-Khong Tham |
| 2011 | AINA | Evolutionary Optimal Virtual Machine Placement and Demand Forecaster for Cloud Computing. | Ching Chuen Teck Mark, Dusit Niyato, Chen-Khong Tham |
| 2011 | WCNC | Priority-list-based opportunistic cooperation - a general framework with cost-aware utility. | Zhengqing Hu, Chen-Khong Tham |
| 2011 | UCC | Participatory Cyber Physical System in Public Transport Application. | John Kah Soon Lau, Chen-Khong Tham, Tie Luo |
| 2011 | UCC | On Data Staging Strategies for Mobile Accesses to Cloud Services. | Yang Wang, Bharadwaj Veeravalli, Chen-Khong Tham |
| 2010 | ICARCV | Mobile sensing and simultaneously node localization in wireless sensor networks for human motion tracking. | Sen Zhang, Jun Gong, Chen-Khong Tham, Wendong Xiao, Marcelo H. Ang, Ronny Quin Fai Tham |
| 2010 | INFOCOM | Information Quality Aware Routing in Event-Driven Sensor Networks. | Hwee-Xian Tan, Mun Choon Chan, Wendong Xiao, Peng Yong Kong, Chen-Khong Tham |
| 2010 | PERCOM | Distributed winner determination protocol for reverse auction-based task allocation in pervasive computing. | Neda Edalat, Wendong Xiao, Chen-Khong Tham, Ehsan Keikha |
| 2010 | PERCOM | Collaborative sensing to improve information quality for target tracking in wireless sensor networks. | Wendong Xiao, Chen-Khong Tham, Sajal K. Das |
| 2010 | PIMRC | Fingerprint-MDS based algorithm for indoor wireless localization. | Wei Ni, Wendong Xiao, Yue Khing Toh, Chen-Khong Tham |
| 2010 | PIMRC | An efficient cooperative transmission scheme using multiple relays incrementally. | Dorin Panaitopol, Peng Yong Kong, Chen-Khong Tham, Jocelyn Fiorina |
| 2010 | VTC | Airtime Fairness in a Rate Separation IEEE 802.11b MAC. | David Tung Chong Wong, Anh Tuan Hoang, Chen-Khong Tham |
| 2010 | WCNC | CoRex: A Simple MAC Layer Cooperative Retransmission Scheme for Wireless Networks. | Peng Yong Kong, Choong-Hock Mar, Chen-Khong Tham |
| 2010 | WCNC | High Throughput Interweave Cooperative Wireless MAC Protocol for Congested Environment. | Choong-Hock Mar, Peng Yong Kong, Chen-Khong Tham |
| 2010 | WCNC | The Effect of Impulsiveness in Inter-Cell Interference on Throughput of TH-IR-UWB Networks. | Dorin Panaitopol, Jocelyn Fiorina, Peng Yong Kong, Chen-Khong Tham |
| 2009 | APSCC | Experiences on developing SOA based mobile healthcare services. | Wee Siong Ng, Joseph Chee Ming Teo, Wee Tiong Ang, Sivakumar Viswanathan, Chen-Khong Tham |
| 2009 | EWSN | QoS Management for Wireless Sensor Networks with a Mobile Sink. | Rob Hoes, Twan Basten, Wai-Leong Yeow, Chen-Khong Tham, Marc Geilen, Henk Corporaal |
| 2009 | INFOCOM | Wi-Sh: A Simple, Robust Credit Based Wi-Fi Community Network. | Xin Ai, Vikram Srinivasan, Chen-Khong Tham |
| 2009 | INFOCOM | Minimizing Delay for Multicast-Streaming in Wireless Networks with Network Coding. | Wai-Leong Yeow, Anh Tuan Hoang, Chen-Khong Tham |
| 2009 | MASS | A Price-based Adaptive Task Allocation for Wireless Sensor Network. | Neda Edalat, Wendong Xiao, Chen-Khong Tham, Ehsan Keikha, Lee-Ling S. Ong |
| 2009 | PERCOM | Message from the Workshop Organizers. | Sajal K. Das, Chen-Khong Tham, Wendong Xiao, Habib M. Ammari |
| 2009 | PERCOM | Resource Constrained Particle Filtering for Real-time Multi-Target Tracking in Sensor Networks. | Lee-Ling S. Ong, Wendong Xiao, Chen-Khong Tham, Marcelo H. Ang |
| 2009 | PIMRC | Throughput performance of back-pressure scheduling in wireless cooperative networks. | Anh Tuan Hoang, Wai-Leong Yeow, Peng Yong Kong, Chen-Khong Tham |
| 2009 | PIMRC | Cooperative retransmissions using Markov decision process with reinforcement learning. | Ghasem Naddafzadeh Shirazi, Peng Yong Kong, Chen-Khong Tham |
| 2009 | PIMRC | A novel routing metric for multi-hop cooperative wireless networks. | Shoukang Zheng, Peng Yong Kong, Chen-Khong Tham |
| 2009 | PIMRC | Design of MAC with cooperative spectrum sensing in ad hoc cognitive radio networks. | Shoukang Zheng, Ying-Chang Liang, Chen-Khong Tham, Pooi Yuen Kam |
| 2009 | WCNC | Markov decision process frameworks for cooperative retransmission in wireless networks. | Ghasem Naddafzadeh Shirazi, Peng Yong Kong, Chen-Khong Tham |
| 2009 | WCNC | A cooperative retransmission scheme in wireless networks with imperfect channel state information. | Ghasem Naddafzadeh Shirazi, Peng Yong Kong, Chen-Khong Tham |
| 2009 | WiOpt | SI-CCMAC: Sender initiating concurrent cooperative MAC for wireless LANs. | Zhengqing Hu, Chen-Khong Tham |
| 2008 | LCN | A medium access control protocol for UWB sensor networks with QoS support. | Jicong Tan, Mun Choon Chan, Hwee-Xian Tan, Peng Yong Kong, Chen-Khong Tham |
| 2008 | MSWIM | CCMAC: coordinated cooperative MAC for wireless LANs. | Zhengqing Hu, Chen-Khong Tham |
| 2008 | PIMRC | A resource allocation scheme to achieve fairness in TH-UWB sensor networks with near-far effects. | Ghasem Naddafzadeh Shirazi, Peng Yong Kong, Hwee-Xian Tan, Ranjeet Kumar Patro, Mun Choon Chan, Chen-Khong Tham |
| 2008 | SMC | Particle filter for target tracking in multi-modality wireless sensor networks. | Wendong Xiao, Feng Nan, Sen Zhang, Chen-Khong Tham, Marcelo H. Ang, Jit Biswas |
| 2008 | WCNC | Capacity Estimation for IEEE 802.16 Wireless Multi-Hop Mesh Networks. | Yu Ge, Chen-Khong Tham, Peng Yong Kong, Yew-Hock Ang |
| 2008 | WCNC | A Resource Allocation Scheme for TH-UWB Networks with Multiple Sinks. | Hwee-Xian Tan, Mun Choon Chan, Peng Yong Kong, Chen-Khong Tham |
| 2007 | CEC | Multi-agent System based Urban Traffic Management. | P. G. Balaji, G. Sachdeva, Dipti Srinivasan, Chen-Khong Tham |
| 2007 | CEC | Uncertainties reducing Techniques in evolutionary computation. | P. G. Balaji, Dipti Srinivasan, Chen-Khong Tham |
| 2007 | CEC | Co-Evolutionary algorithms for evolving buyers' bidding strategies in an electrival power market. | Dipti Srinivasan, Chen-Khong Tham, Chengyu Wu |
| 2007 | HPDC | Fault-tolerant scheduling for differentiated classes of tasks with low replication cost in computational grids. | Qin Zheng, Bharadwaj Veeravalli, Chen-Khong Tham |
| 2007 | MSWIM | Analysing qos trade-offs in wireless sensor networks. | Rob Hoes, Twan Basten, Chen-Khong Tham, Marc Geilen, Henk Corporaal |
| 2007 | WCNC | Power Control using Distributed Reinforcement Learning for Forward Link Soft Handoff in Cellular CDMA Systems. | Jianxin Yao, Chen-Khong Tham |
| 2007 | SECON | DRACo: Distributed, Robust an Asynchronous Coverage in Wireless Sensor Networks. | Xin Ai, Vikram Srinivasan, Chen-Khong Tham |
| 2006 | AAAI | Hard Constrained Semi-Markov Decision Processes. | Wai-Leong Yeow, Chen-Khong Tham, Wai-Choong Wong |
| 2006 | DCOSS | Distributed Model-Free Stochastic Optimization in Wireless Sensor Networks. | Daniel Yagan, Chen-Khong Tham |
| 2006 | INFOCOM | Simple Directional Antennas: Improving Performance in Wireless Multihop Networks. | Kok-Kiong Yap, Wai-Leong Yeow, Mehul Motani, Chen-Khong Tham |
| 2005 | GLOBECOM | Energy efficient multiple target tracking in sensor networks. | Wai-Leong Yeow, Chen-Khong Tham, Wai-Choong Wong |
| 2005 | WCNC | Adaptive QoS provisioning in wireless ad hoc networks: a semi-MDP approach. | Daniel Yagan, Chen-Khong Tham |
| 2004 | CEC | Evolutionary fuzzy multi-objective routing for wireless mobile ad hoc networks. | Shivanajay Marwaha, Dipti Srinivasan, Chen-Khong Tham, Athanasios V. Vasilakos |
| 2003 | VCIP | Layered self-identifiable and scalable video codec for delivery to heterogeneous receivers. | Wei Feng, Ashraf A. Kassim, Chen-Khong Tham |
| 2002 | GLOBECOM | Mobile agents based routing protocol for mobile ad hoc networks. | Shivanajay Marwaha, Chen-Khong Tham, Dipti Srinivasan |
| 2001 | EDOC | A Web-Based Material Requirements Planning Integrated Application. | Qiang Liao, Chen-Khong Tham, Yoke San Wong, Jianguo Wang, Chris Choy |
| 2001 | ISCC | A Probabilistic Priority Scheduling Discipline for Multi-Service Networks. | Yuming Jiang, Chen-Khong Tham, Chi Chung Ko |
| 2000 | NOMS | Providing quality of service monitoring: challenges and approaches. | Yuming Jiang, Chen-Khong Tham, Chi Chung Ko |
| 1999 | INFOCOM | Generalised Minimum Queueing Delay: An Adaptive Multi-Rate Service Discipline for ATM Networks. | Hoon-Tong Ngin, Chen-Khong Tham, Wee-Seng Soh |
| 1999 | RTCSA | Real-Time Data Transfer Using a Real-Time SNMP MIB. | Rui-An Lou, Chen-Khong Tham |
| 1998 | INFOCOM | Multi-Service Connection Admission Control Using Modular Neural Networks. | Chen-Khong Tham, Wee-Seng Soh |
| 1994 | ICML | A Modular Q-Learning Architecture for Manipulator Task Decomposition. | Chen-Khong Tham, Richard W. Prager |