| 2026 | AAAI | Tab-PET: Graph-Based Positional Encodings for Tabular Transformers. | Yunze Leng, Rohan Ghosh, Mehul Motani |
| 2026 | GECCO | Teaching the Teacher: The Role of Teacher-Student Smoothness Alignment in Genetic Programming-based Symbolic Distillation. | Soumyadeep Dhar, Kei Sen Fong, Mehul Motani |
| 2026 | GECCO | Generalization Analysis of Symbolic Regression Algorithms via Stability Theory. | Kei Sen Fong, Mehul Motani |
| 2026 | GECCO | Hot off the Press: FEAT-KD: Learning Concise Representations for Single and Multi-Target Regression via TabNet Knowledge Distillation. | Kei Sen Fong, Mehul Motani |
| 2026 | GECCO | Hot off the Press: Pareto-Optimal Fronts for Benchmarking Symbolic Regression Algorithms. | Kei Sen Fong, Mehul Motani |
| 2026 | GECCO | Evolutionary Identification of Scientific Equations Using Language-Model-Guided Symbolic Regression. | Juncheng Zhao, Kei Sen Fong, Mehul Motani |
| 2026 | ISIT | Age of Information under Source-Aware Truncated ARQ in Multisource Status Updating Systems. | Tianci Zhang, Zhengchuan Chen, Mehul Motani, Aobo Liu |
| 2025 | AISTATS | Ordered | Rohan Ghosh, Mehul Motani |
| 2025 | GECCO | Discovering Shared Function Structures with Adaptable Parameters for Multi-Level Modeling via Symbolic Regression. | Kei Sen Fong, Mehul Motani |
| 2025 | GECCO | SLIME: Supralocal Interpretable Model-Agnostic Explanations via Evolved Equation-Based Surrogates. | Kei Sen Fong, Mehul Motani |
| 2025 | GECCO | Mutual Information-Based Evolutionary Feature Construction via Minimizing Redundancy and Maximizing Relevance. | Yunze Leng, Kei Sen Fong, Mehul Motani |
| 2025 | GECCO | Analysis of Memory-Runtime Trade-offs in Caching Strategies for Genetic Programming Symbolic Regression. | Jiaming Shi, Kei Sen Fong, Mehul Motani |
| 2025 | ICML | Pareto-Optimal Fronts for Benchmarking Symbolic Regression Algorithms. | Kei Sen Fong, Mehul Motani |
| 2025 | ICML | FEAT-KD: Learning Concise Representations for Single and Multi-Target Regression via TabNet Knowledge Distillation. | Kei Sen Fong, Mehul Motani |
| 2025 | ICML | Pointwise Information Measures as Confidence Estimators in Deep Neural Networks: A Comparative Study. | Shelvia Wongso, Rohan Ghosh, Mehul Motani |
| 2025 | ISIT | Remote Online Estimation of the Wiener Process: A Preprocessing Method to Ensure Distortion Convergence. | Yifan Feng, Zhengchuan Chen, Mehul Motani, Howard H. Yang, Min Wang, Tony Q. S. Quek |
| 2025 | KDD | POVE: A Preoptimized Vault of Expressions for Symbolic Regression Research and Benchmarking. | Kei Sen Fong, Mehul Motani |
| 2025 | MOBICOM | Poster: High-Performance Optical Camera Communications for ISAC Localization and Sensing. | Lih Wei Chia, Mehul Motani |
| 2025 | Mobisys | Poster: OCC Is Better Than Terahertz Wave for 6G. | Lih Wei Chia, Mehul Motani |
| 2024 | AAAI | Symbolic Regression Enhanced Decision Trees for Classification Tasks. | Kei Sen Fong, Mehul Motani |
| 2024 | AISTATS | Multi-Level Symbolic Regression: Function Structure Learning for Multi-Level Data. | Kei Sen Fong, Mehul Motani |
| 2024 | GECCO | MetaSR: A Meta-Learning Approach to Fitness Formulation for Frequency-Aware Symbolic Regression. | Kei Sen Fong, Mehul Motani |
| 2024 | GECCO | Enhancing Prediction, Explainability, Inference and Robustness of Decision Trees via Symbolic Regression-Discovered Splits. | Kei Sen Fong, Mehul Motani |
| 2024 | ICTAI | SyREC: A Symbolic-Regression-Based Ensemble Combiner. | Kei Sen Fong, Mehul Motani |
| 2023 | AAAI | Local Intrinsic Dimensional Entropy. | Rohan Ghosh, Mehul Motani |
| 2023 | AISTATS | Using Sliced Mutual Information to Study Memorization and Generalization in Deep Neural Networks. | Shelvia Wongso, Rohan Ghosh, Mehul Motani |
| 2023 | GECCO | DistilSR: A Distilled Version of Gene Expression Programming Symbolic Regression. | Kei Sen Fong, Mehul Motani |
| 2023 | GECCO | Evolutionary Symbolic Regression: Mechanisms from the Perspectives of Morphology and Adaptability. | Kei Sen Fong, Shelvia Wongso, Mehul Motani |
| 2023 | ICLR | Rethinking Symbolic Regression: Morphology and Adaptability in the Context of Evolutionary Algorithms. | Kei Sen Fong, Shelvia Wongso, Mehul Motani |
| 2023 | ISIT | Pointwise Sliced Mutual Information for Neural Network Explainability. | Shelvia Wongso, Rohan Ghosh, Mehul Motani |
| 2022 | GLOBECOM | Combining Blind Equalization and Automatic Modulation Classification in a Loop Structure. | Senhao Gao, Mehul Motani |
| 2022 | ISIT | Understanding Deep Neural Networks Using Sliced Mutual Information. | Shelvia Wongso, Rohan Ghosh, Mehul Motani |
| 2021 | ISIT | Coding for Segmented Edits with Local Weight Constraints. | Kui Cai, Han Mao Kiah, Mehul Motani, Tuan Thanh Nguyen |
| 2020 | HealthCom | Prognosticating Colorectal Cancer Recurrence using Machine Learning Techniques. | Danliang Ho, Dawn Qingqing Chong, Brenda Tay, Iain Bee Huat Tan, Mehul Motani |
| 2020 | ICML | DropNet: Reducing Neural Network Complexity via Iterative Pruning. | Chong Min John Tan, Mehul Motani |
| 2020 | INFOCOM | Age of Information Minimization in Fading Multiple Access Channels. | Rajshekhar Vishweshwar Bhat, Rahul Vaze, Mehul Motani |
| 2020 | ISIT | Multi-Label and Concatenated Neural Block Decoders. | Cheuk Ting Leung, Mehul Motani, Rajshekhar Vishweshwar Bhat |
| 2020 | ISIT | Exploring Unique Relevance for Mutual Information based Feature Selection. | Shiyu Liu, Mehul Motani |
| 2019 | GLOBECOM | Low-Latency Neural Decoders for Linear and Non-Linear Block Codes. | Cheuk Ting Leung, Rajshekhar Vishweshwar Bhat, Mehul Motani |
| 2019 | ISIT | Second-Order Asymptotically Optimal Statistical Classification. | Lin Zhou, Vincent Y. F. Tan, Mehul Motani |
| 2019 | ISIT | Generalized Sphere-Packing Bound for Subblock-Constrained Codes. | Han Mao Kiah, Anshoo Tandon, Mehul Motani |
| 2019 | ISIT | Multicasting Energy and Information Simultaneously. | Ting-Yi Wu, Anshoo Tandon, Lav R. Varshney, Mehul Motani |
| 2019 | ITW | On the Outage-Constrained Rate of Skip-Sliding Window Codes. | Ting-Yi Wu, Anshoo Tandon, Mehul Motani, Lav R. Varshney |
| 2018 | CISS | On Gaussian mixture noise channels with minimum and peak amplitude constraints. | Zhengwei Ni, Mehul Motani |
| 2018 | GLOBECOM | On the Finite Blocklength Performance of Lossy Multi-Connectivity. | Lin Zhou, Albrecht Wolf, Mehul Motani |
| 2018 | ISIT | Second-Order Asymptotics of Rate-Distortion using Gaussian Codebooks for Arbitrary Sources. | Lin Zhou, Vincent Y. F. Tan, Mehul Motani |
| 2018 | ISIT | Second-Order Asymptotics of Universal JSCC for Arbitrary Sources and Additive Channels. | Lin Zhou, Vincent Y. F. Tan, Mehul Motani |
| 2018 | ISIT | Hybrid NOMA-TDMA for Multiple Access Channels with Non-Ideal Batteries and Circuit Cost. | Rajshekhar Vishweshwar Bhat, Mehul Motani, Teng Joon Lim |
| 2018 | ISIT | Skip-Sliding Window Codes. | Ting-Yi Wu, Anshoo Tandon, Lav R. Varshney, Mehul Motani |
| 2018 | ISITA | Improved Asymptotic Sphere-Packing Bounds for Subblock-Constrained Codes. | Anshoo Tandon, Han Mao Kiah, Mehul Motani |
| 2018 | ISITA | On the Sphere Packing Error Exponent for Constant Subblock-Composition Codes. | Anshoo Tandon, Mehul Motani |
| 2017 | GLOBECOM | Kaspi Problem Revisited: Non-Asymptotic Converse Bound and Second-Order Asymptotics. | Lin Zhou, Mehul Motani |
| 2017 | GLOBECOM | On the Multiple Description Coding Problem with One Semi-Deterministic Distortion Measure. | Lin Zhou, Mehul Motani |
| 2017 | GLOBECOM | On the Throughput of Linear Unicast Underwater Networks. | Weigang Bai, Mehul Motani, Haiyan Wang |
| 2017 | GLOBECOM | Superposition Coding for Energy Harvesting Communication without CSIT. | Rajshekhar Vishweshwar Bhat, Mehul Motani, Teng Joon Lim |
| 2017 | GLOBECOM | Online Auction for Truthful Stochastic Offloading in Mobile Cloud Computing. | Chongyu Zhou, Chen-Khong Tham, Mehul Motani |
| 2017 | ISIT | Gaussian channels with minimum amplitude constraints: When is optimal input binary? | Zhengwei Ni, Mehul Motani |
| 2017 | ISIT | Bounds on the asymptotic rate of binary constant subblock-composition codes. | Anshoo Tandon, Han Mao Kiah, Mehul Motani |
| 2017 | ISIT | Binary subblock energy-constrained codes: Bounds on code size and asymptotic rate. | Anshoo Tandon, Han Mao Kiah, Mehul Motani |
| 2017 | ISIT | Strong converse for content identification with lossy recovery. | Lin Zhou, Vincent Y. F. Tan, Mehul Motani |
| 2017 | ISIT | Achievable moderate deviations asymptotics for streaming Slepian-Wolf coding. | Lin Zhou, Vincent Y. F. Tan, Mehul Motani |
| 2017 | ITW | Coding for the binary energy harvesting channel with finite battery. | Carol Wang, Mehul Motani |
| 2017 | WCNC | Performance of Energy-Harvesting Receivers with Batteries Having Internal Resistance. | Zhengwei Ni, Rajshekhar Vishweshwar Bhat, Mehul Motani |
| 2017 | SECON | Auction Meets Queuing: Information-Driven Data Purchasing in Stochastic Mobile Crowd Sensing. | Chongyu Zhou, Chen-Khong Tham, Mehul Motani |
| 2016 | ISIT | Optimization of time-switching energy harvesting receivers over multiple transmission blocks. | Zhengwei Ni, Mehul Motani |
| 2016 | ISIT | Subblock energy-constrained codes for simultaneous energy and information transfer. | Anshoo Tandon, Mehul Motani, Lav R. Varshney |
| 2016 | ISIT | Second-order coding region for the discrete lossy Gray-Wyner source coding problem. | Lin Zhou, Vincent Y. F. Tan, Mehul Motani |
| 2016 | ISIT | Second-order coding region for the discrete successive refinement source coding problem. | Lin Zhou, Vincent Y. F. Tan, Mehul Motani |
| 2016 | SECON | Optimizing Graphical Model Structure for Distributed Inference in Wireless Sensor Networks. | Chongyu Zhou, Chen-Khong Tham, Mehul Motani |
| 2015 | GLOBECOM | Dual-Path Architecture for Energy Harvesting Transmitters with Battery Discharge Constraints. | Rajshekhar Vishweshwar Bhat, Mehul Motani, Teng Joon Lim |
| 2015 | GLOBECOM | On Multicasting in Underwater Acoustic Networks. | Linbo Zhang, Mehul Motani |
| 2015 | ISIT | Real-time simultaneous energy and information transfer. | Anshoo Tandon, Mehul Motani, Lav R. Varshney |
| 2014 | ISIT | Second-order asymptotics for the Gaussian interference channel with strictly very strong interference. | Sy-Quoc Le, Vincent Yan Fu Tan, Mehul Motani |
| 2014 | ITA | On code design for simultaneous energy and information transfer. | Anshoo Tandon, Mehul Motani, Lav R. Varshney |
| 2014 | SECON | Has green energy arrived? Delay analysis for energy harvesting communication systems. | Anshoo Tandon, Mehul Motani |
| 2014 | SECON | Constant subblock composition codes for simultaneous energy and information transfer. | Anshoo Tandon, Mehul Motani, Lav R. Varshney |
| 2013 | GLOBECOM | Two-way relay networks optimized for Rayleigh fading channels. | Zhi Chen, Teng Joon Lim, Mehul Motani |
| 2013 | ISIT | On the dispersions of the discrete memoryless interference channel. | Sy-Quoc Le, Vincent Yan Fu Tan, Mehul Motani |
| 2013 | WCNC | Energy optimization for stable two-way relaying with a multi-access uplink. | Zhi Chen, Teng Joon Lim, Mehul Motani |
| 2013 | WCNC | Distributed iterative time slot allocation for spectrum sensing information sharing in cognitive radio ad hoc networks. | Jarmo Lundn, Mehul Motani, H. Vincent Poor |
| 2013 | WCNC | On the impact of channel coding on average packet delay in a multiuser environment. | Anshoo Tandon, Mehul Motani, Vineet Srivastava |
| 2012 | CHI | Using physical-social interactions to support information re-finding. | Blake Sawyer, Francis K. H. Quek, Wai Choong Wong, Mehul Motani, Sharon Lynn Chu Yew Yee, Manuel A. Prez-Quiones |
| 2012 | GLOBECOM | Towards collisions: An enhanced successive interference cancellation with asynchronism. | Qiang Li, See Ho Ting, Mehul Motani, Ashish Pandharipande |
| 2012 | ISIT | On the sum-capacity of the linear deterministic interference channel with partial feedback. | Sy-Quoc Le, Ravi Tandon, Mehul Motani, H. Vincent Poor |
| 2012 | ITA | On linear deterministic interference channels with partial feedback. | Sy-Quoc Le, Ravi Tandon, Mehul Motani, H. Vincent Poor |
| 2011 | EUC | Combinatorial Auction-Based Task Allocation in Multi-application Wireless Sensor Networks. | Neda Edalat, Wendong Xiao, Nirmalya Roy, Sajal K. Das, Mehul Motani |
| 2011 | GLOBECOM | Price-Based Resource Allocation for Spectrum-Sharing Femtocell Networks: A Stackelberg Game Approach. | Xin Kang, Rui Zhang, Mehul Motani |
| 2011 | GLOBECOM | Downlink Scheduling for User Equipment Served by Multiple Mobile Terminals. | Yu Wang, Hari Krishna Garg, Mehul Motani |
| 2011 | ISIT | On throughput and delay scaling with cooperative spectrum sharing. | Yang Han, See Ho Ting, Mehul Motani, Ashish Pandharipande |
| 2011 | VTC | ISSTA: An Integrated Sensing System for Transportation Applications. | Ken Yeo-Moriuchi, Sandra Deepthy Siby, Zhengqing Hu, Mehul Motani |
| 2010 | EUC | When Ambient Intelligence Meets Internet Protocol Stack: User Layer Design. | Yu Lu, Mehul Motani, Wai-Choong Wong |
| 2010 | INFOCOM | SparseTrack: Enhancing Indoor Pedestrian Tracking with Sparse Infrastructure Support. | Yunye Jin, Mehul Motani, Wee-Seng Soh, Juanjuan Zhang |
| 2010 | ITA | Transmitter optimization for distributed Gaussian MIMO channels. | Hon Fah Chong, Mehul Motani, Nan Feng |
| 2010 | MOBICOM | Mesh testbed for multi-channel MAC development: design and experimentation. | Shashi Raj Singh, Mehul Motani |
| 2010 | SMC | Intelligent network design: User Layer architecture and its application. | Yu Lu, Mehul Motani, Wai-Choong Wong |
| 2010 | WCNC | ROPA: A MAC Protocol for Underwater Acoustic Networks with Reverse Opportunistic Packet Appending. | Hai-Heng Ng, Wee-Seng Soh, Mehul Motani |
| 2009 | BSN | Inter-User Interference in Body Sensor Networks: Preliminary Investigation and an Infrastructure-Based Solution. | Buddhika de Silva, Anirudh Natarajan, Mehul Motani |
| 2009 | ISIT | The capacity region of the symbol-asynchronous Gaussian multiple-access channel with orthogonal signaling. | Hon Fah Chong, Mehul Motani |
| 2009 | ISIT | Optimal schedules for the D-node half duplex phase fading MRC. | Lawrence Ong, Sarah J. Johnson, Mehul Motani |
| 2009 | MOBICOM | Link layer behavior of body area networks at 2.4 GHz. | Anirudh Natarajan, Buddhika de Silva, Kok-Kiong Yap, Mehul Motani |
| 2009 | PIMRC | CR-CSMA: A Random Access MAC Protocol for Cognitive Radio Networks. | Qian Chen, Ying-Chang Liang, Mehul Motani, Lawrence Wai-Choong Wong |
| 2009 | SECON | Cognitive DISH: Virtual Spectrum Sensing Meets Cooperation. | Tie Luo, Mehul Motani |
| 2009 | SECON | To Hop or Not to Hop: Network Architecture for Body Sensor Networks. | Anirudh Natarajan, Buddhika de Silva, Kok-Kiong Yap, Mehul Motani |
| 2009 | WiOpt | Transmission schedule optimization for half-duplex multiple-relay networks. | Wei Wang, Lawrence Ong, Mehul Motani |
| 2008 | CCS | Dependent link padding algorithms for low latency anonymity systems. | Wei Wang, Mehul Motani, Vikram Srinivasan |
| 2008 | GLOBECOM | MACA-U: A Media Access Protocol for Underwater Acoustic Networks. | Hai-Heng Ng, Wee-Seng Soh, Mehul Motani |
| 2008 | ICPADS | Textures in Second Life: Measurement and Analysis. | Huiguang Liang, Mehul Motani, Wei Tsang Ooi |
| 2008 | ISIT | The capacity regions of some classes of deterministic relay channels. | Hon Fah Chong, Mehul Motani |
| 2008 | MOBIHOC | Analyzing DISH for multi-channel MAC protocols in wireless networks. | Tie Luo, Mehul Motani, Vikram Srinivasan |
| 2008 | MSWIM | DiMo: distributed node monitoring in wireless sensor networks. | Andreas Meier, Mehul Motani, Siquan Hu, Simon Knzli |
| 2008 | Networking | Early Overhearing Avoidance in Wireless Sensor Networks. | Siquan Hu, Mehul Motani |
| 2007 | ISIT | The Capacity Region of a Class of Interference Channels. | Hon Fah Chong, Mehul Motani, Hari Krishna Garg |
| 2007 | ISIT | Optimal Routing for the Gaussian Multiple-Relay Channel with Decode-and-Forward. | Lawrence Ong, Mehul Motani |
| 2007 | MOBICOM | Altruistic cooperation for energy-efficient multi-channel MAC protocols. | Tie Luo, Mehul Motani, Vikram Srinivasan |
| 2007 | MOBICOM | Adaptive contact probing mechanisms for delay tolerant applications. | Wei Wang, Vikram Srinivasan, Mehul Motani |
| 2007 | Mobisys | Investigating network architectures for body sensor networks. | Anirudh Natarajan, Mehul Motani, Buddhika de Silva, Kok-Kiong Yap, Kee Chaing Chua |
| 2007 | PAM | Understanding Urban Interactions from Bluetooth Phone Contact Traces. | Anirudh Natarajan, Mehul Motani, Vikram Srinivasan |
| 2007 | SECON | Optimal Routing for Decode-and-Forward based Cooperation in Wireless Networks. | Lawrence Ong, Mehul Motani |
| 2006 | Broadnets | CAM-MAC: A Cooperative Asynchronous Multi-Channel MAC Protocol for Ad Hoc Networks. | Tie Luo, Mehul Motani, Vikram Srinivasan |
| 2006 | INFOCOM | Simple Directional Antennas: Improving Performance in Wireless Multihop Networks. | Kok-Kiong Yap, Wai-Leong Yeow, Mehul Motani, Chen-Khong Tham |
| 2006 | ISIT | Capacity Theorems for the Gaussian Zigzag Channel. | Hon Fah Chong, Mehul Motani, Hari Krishna Garg |
| 2006 | ISIT | The Capacity of the Single Source Multiple Relay Single Destination Mesh Network. | Lawrence Ong, Mehul Motani |
| 2006 | ISIT | The Multiple Access Channel with Feedback and Correlated Sources. | Lawrence Ong, Mehul Motani |
| 2006 | MOBICOM | Analysis and implications of student contact patterns derived from campus schedules. | Vikram Srinivasan, Mehul Motani, Wei Tsang Ooi |
| 2006 | WoWMoM | Selective Cooperation Based on Link Distance Estimations in Wireless Ad-Hoc Networks. | Tong-Lee Lim, Vineet Srivastava, Mehul Motani |
| 2005 | Broadnets | The Streamline effect in OBS networks and its application in load balancing. | Minh Hoang Phng, Kee Chaing Chua, Mohan Gurusamy, Mehul Motani, Tung Chong Wong |
| 2005 | Broadnets | The road ahead for cross-layer design. | Vineet Srivastava, Mehul Motani |
| 2005 | EWSN | Collaborative broadcasting and compression in cluster-based wireless sensor networks. | Anh Tuan Hoang, Mehul Motani |
| 2005 | ISIT | New coding strategies for the relay channel. | Hon Fah Chong, Mehul Motani, Hari Krishna Garg |
| 2005 | ISIT | Myopic coding in multiple relay channels. | Lawrence Ong, Mehul Motani |
| 2005 | MOBICOM | PeopleNet: engineering a wireless virtual social network. | Mehul Motani, Vikram Srinivasan, Pavan Nuggehalli |
| 2005 | SENSYS | MAX: human-centric search of the physical world. | Kok-Kiong Yap, Vikram Srinivasan, Mehul Motani |
| 2004 | GLOBECOM | Absolute QoS signalling and reservation in optical burst-switched networks. | Minh Hoang Phng, Kee Chaing Chua, Gurusamy Mohan, Mehul Motani, Tung Chong Wong |
| 2004 | ISIT | Adaptive and iterative soft-decision list decoding. | Feng Cai, Marc Andr Armand, Mehul Motani |
| 2004 | WCNC | Buffer and channel adaptive transmission over fading channels with imperfect channel state information. | Anh Tuan Hoang, Mehul Motani |
| 2003 | WCNC | Polynomial complexity optimal multiuser detection for a wider class of problems. | Mehul Motani |