| 2024 | ICMLA | Quasi-Adam: Accelerating Adam Using Quasi-Newton Approximations. | Aditya Ranganath, Irabiel Romero Ruiz, Mukesh Singhal, Roummel F. Marcia |
| 2022 | ICIP | Adversarial Label-Poisoning Attacks and Defense for General Multi-Class Models Based on Synthetic Reduced Nearest Neighbor. | Pooya Tavallali, Vahid Behzadan, Azar Alizadeh, Aditya Ranganath, Mukesh Singhal |
| 2022 | ICMLA | Stochastic Induction of Decision Trees with Application to Learning Haar Trees. | Azar Alizadeh, Mukesh Singhal, Vahid Behzadan, Pooya Tavallali, Aditya Ranganath |
| 2022 | ICMLA | A Novel Approach for Synthetic Reduced Nearest-Neighbor Leveraging Neural Networks. | Azar Alizadeh, Pooya Tavallali, Vahid Behzadan, Aditya Ranganath, Mukesh Singhal |
| 2022 | ICMLA | Recurrent Nerual Imaging: An Evolutionary Approach for Mixed Possion-Gaussian Image Denoising. | Aditya Ranganath, Omar DeGuchy, Fabian Santiago, Mukesh Singhal, Roummel F. Marcia |
| 2022 | ICMLA | Novel Adversarial Defense Techniques for White-Box Attacks. | Jason Van Tuinen, Aditya Ranganath, Goran Konjevod, Mukesh Singhal, Roummel F. Marcia |
| 2021 | ACSSC | Multi-Stage Gaussian Noise Reduction with Recurrent Neural Networks. | Aditya Ranganath, Omar DeGuchy, Mukesh Singhal, Roummel F. Marcia |
| 2021 | MVA | Adversarial Defense Through High Frequency Loss Variational Autoencoder Decoder and Bayesian Update With Collective Voting. | Zhixun He, Mukesh Singhal |
| 2020 | ICIP | Interpretable Synthetic Reduced Nearest Neighbor: An Expectation Maximization Approach. | Pooya Tavallali, Peyman Tavallali, Mohammad Reza Khosravi, Mukesh Singhal |
| 2019 | ICDCS | Towards Energy-Fairness in LoRa Networks. | Weifeng Gao, Wan Du, Zhiwei Zhao, Geyong Min, Mukesh Singhal |
| 2019 | IROS | Active Learning of Reward Dynamics from Hierarchical Queries. | Chandrayee Basu, Erdem Biyik, Zhixun He, Mukesh Singhal, Dorsa Sadigh |
| 2018 | HRI | Learning from Richer Human Guidance: Augmenting Comparison-Based Learning with Feature Queries. | Chandrayee Basu, Mukesh Singhal, Anca D. Dragan |
| 2017 | HRI | Do You Want Your Autonomous Car To Drive Like You? | Chandrayee Basu, Qian Yang, David Hungerman, Mukesh Singhal, Anca D. Dragan |
| 2016 | CHASE | A Simultaneous Key Generation Technique for Health Information Exchange (HIE) Based on Existing Patients' Credentials. | Ahmed Ibrahim, Mukesh Singhal |
| 2016 | INFOCOM | Scheduling jobs with non-uniform demands on multiple servers without interruption. | Sungjin Im, Mina Naghshnejad, Mukesh Singhal |
| 2016 | SC | An Efficient Parallel Implementation of a Light-weight Data Privacy Method for Mobile Cloud Users. | Mehdi Bahrami, Dong Li, Mukesh Singhal, Ashish Kundu |
| 2015 | HealthCom | A dynamic cloud computing platform for eHealth systems. | Mehdi Bahrami, Mukesh Singhal |
| 2015 | ICIN | A cloud-based web crawler architecture. | Mehdi Bahrami, Mukesh Singhal, Zixuan Zhuang |
| 2015 | IRI | DCCSOA: A Dynamic Cloud Computing Service-Oriented Architecture. | Mehdi Bahrami, Mukesh Singhal |
| 2007 | AINA | Authenticating Feedback in Multicast Applications Using a Novel Multisignature Scheme Based on Cubic LFSR Sequences. | Saikat Chakrabarti, Santosh Chandrasekhar, Mukesh Singhal, Kenneth L. Calvert |
| 2007 | Mobiquitous | Route Discovery in Mobile Ad Hoc Networks: From Unilaterality to Bilaterality. | Rendong Bai, Mukesh Singhal |
| 2007 | Networking | BRD: Bilateral Route Discovery in Mobile Ad Hoc Networks. | Rendong Bai, Mukesh Singhal |
| 2007 | WCNC | An Edge Constrained Localized Delaunay Graph for Geographic Routing in Mobile Ad Hoc Networks. | Yan Sun, Qiangfeng Jiang, Mukesh Singhal |
| 2007 | WiMob | A Secure Position-Based Protocol Framework for Multi-hop Ad-Hoc Networks. | Venkata C. Giruka, Yongwei Wang, Mukesh Singhal |
| 2007 | WiOpt | Carpooling in Mobile Ad Hoc Networks: the Case of Multiple-Target Route Discovery. | Rendong Bai, Mukesh Singhal |
| 2005 | ICCCN | An anchor-based routing protocol with cell ID management system for ad hoc networks. | Huaizhi Li, Mukesh Singhal |
| 2005 | MSWIM | Salvaging route reply for on-demand routing protocols in mobile ad-hoc networks. | Rendong Bai, Mukesh Singhal |
| 2005 | WoWMoM | Hello Protocols for Ad-Hoc Networks: Overhead and Accuracy Tradeoffs. | Venkata C. Giruka, Mukesh Singhal |
| 2005 | WiMob | A light-weight solution for selfish nodes problem considering battery status in wireless ad-hoc networks. | Yongwei Wang, Mukesh Singhal |
| 2004 | MASS | A path compression technique for on-demand ad-hoc routing protocols. | Venkata C. Giruka, Mukesh Singhal, Siva Prasad Yarravarapu |
| 2002 | ICDCS | A Reliable Multicast Algorithm for Mobile Ad Hoc Networks. | Thiagaraja Gopalsamy, Mukesh Singhal, Dhabaleswar K. Panda, P. Sadayappan |
| 2002 | ICPP | A Distributed Algorithm for Knot Detection in a Distributed Graph. | D. Manivannan, Mukesh Singhal |
| 2001 | SRDS | Research in High-Confidence Distributed Information Systems. | Mukesh Singhal |
| 2000 | ICCCN | Security mechanisms in high-speed networks. | Mukesh Singhal |
| 2000 | INFOCOM | A Novel Cache Architecture to Support Layer-Four Packet Classification at Memory Access Speeds. | Jun Xu, Mukesh Singhal, Joanne DeGroat |
| 1999 | DaWaK | Fuzzy Functional Dependencies and Fuzzy Association Rules. | Yuping Yang, Mukesh Singhal |
| 1999 | DOLAP | Accessing Data Cubes along Complex Dimensions. | Yuping Yang, Mukesh Singhal |
| 1999 | EuroPar | Universal Constructs in Distributed Computations. | Ajay D. Kshemkalyani, Mukesh Singhal |
| 1999 | ICCCN | Online VBR video traffic smoothing. | Guohong Cao, Wu-chi Feng, Mukesh Singhal |
| 1999 | INFOCOM | Distributed Fault-Tolerant Channel Allocation for Mobile Cellular Networks. | Guohong Cao, Mukesh Singhal |
| 1999 | IPCCC | An adaptive distributed channel allocation strategy for mobile cellular networks. | Guohong Cao, Mukesh Singhal |
| 1999 | IDEAS | A New Access Index for Fast Execution of Conjunctive Queries over Text Data. | Yuping Yang, Mukesh Singhal |
| 1999 | PAKDD | H-Rule Mining in Heterogeneous Databases. | Yuping Yang, Mukesh Singhal |
| 1999 | PODC | Mutable Check-Points: A New Checkpointing Approach for Mobile Computing Systems. | Guohong Cao, Mukesh Singhal |
| 1999 | PODC | Delay-Optimal Quorum-Based Mutual Exclusion for Distributed Systems. | Guohong Cao, Mukesh Singhal, Naphtali Rishe |
| 1999 | PODC | Two Classes of Communication Patterns. | Ajay D. Kshemkalyani, Mukesh Singhal |
| 1998 | CCS | Design of a High-Performance ATM Firewall. | Jun Xu, Mukesh Singhal |
| 1998 | ICCCN | Efficient Distributed Channel Allocation for Mobile Cellular Networks. | Guohong Cao, Mukesh Singhal |
| 1998 | ICDCS | Low-Cost Checkpointing with Mutable Checkpoints in Mobile Computing Systems. | Guohong Cao, Mukesh Singhal |
| 1998 | ICDCS | A Delay-Optimal Quorum-Based Mutual Exclusion Scheme with Fault-Tolerance Capability. | Guohong Cao, Mukesh Singhal, Yi Deng, Naphtali Rishe, Wei Sun |
| 1998 | ICNP | Certificate Path Generation Protocol (CPGP) for Authenticated Signaling in ATM Networks. | Jun Xu, Mukesh Singhal |
| 1998 | ICPP | On the Impossibility of Min-Process Non-Blocking Checkpointing and An Efficient Checkpointing Algorithm for Mobile Computing Systems. | Guohong Cao, Mukesh Singhal |
| 1998 | ICPP | Rerouting Connections in Mobile ATM Networks. | Gopal Dommety, Malathi Veeraraghavan, Mukesh Singhal |
| 1997 | ICCCN | Scheduling support for multicasting sessions in broadband communication networks. | Khalid H. Sheta, Mukesh Singhal |
| 1997 | ICDCS | Distributed Detection of Generalized Deadlocks. | Ajay D. Kshemkalyani, Mukesh Singhal |
| 1997 | ICPADS | Design and Evaluation of a Distributed Multimedia Synchronization Algorithm using Media Scalings and Variable Service Rates. | Ihn-Han Bae, Sun-Jin Oh, Mukesh Singhal |
| 1997 | MASCOTS | Performance Analysis of a Reliable Multicast Session Protocol for Collaborative Continuous-Feed Application. | Walid Mostafa, Mukesh Singhal |
| 1997 | MOBICOM | Route Optimization in Mobile ATM Networks. | Gopal Dommety, Malathi Veeraraghavan, Mukesh Singhal |
| 1997 | PODC | Dynamic Hashing + Quorum = Efficient Location Management for Mobile Computing Systems. | Ravi Prakash, Mukesh Singhal |
| 1997 | SAC | A reliable multicast session protocol for collaborative continuous-feed applications. | Walid Mostafa, Mukesh Singhal |
| 1996 | ICDCS | A Low Overhead Recovery Technique Using Quasi-Synchronous Checkpointing. | D. Manivannan, Mukesh Singhal |
| 1996 | ICDCS | An Efficient Causal Ordering Algorithm for Mobile Computing Environments. | Ravi Prakash, Michel Raynal, Mukesh Singhal |
| 1996 | ICPADS | Modeling and analysis of channel transferability in mobile computing environments. | Ravi Prakash, Mukesh Singhal |
| 1996 | PODC | Efficient Delta-Causal Broadcasting of Multimedia Applications (Abstract). | Roberto Baldoni, Ravi Prakash, Michel Raynal, Mukesh Singhal |
| 1996 | PODC | An Optimal Algorithm for Generalized Causal Message Ordering (Abstract). | Ajay D. Kshemkalyani, Mukesh Singhal |
| 1996 | SEKE | A Dynamic Apporach Towards Location Management in Mobile Computing Systems. | Ravi Prakash, Mukesh Singhal |
| 1995 | ICCCN | Performance study of buffering within switches in local area networks. | Amr Elsaadany, Mukesh Singhal, Ming T. Liu |
| 1995 | ICDCS | Real-Time Causal Message Ordering in Multimedia Systems. | Frank Adelstein, Mukesh Singhal |
| 1995 | LCN | Alternative configurations for local area network design. | Amr Elsaadany, Mukesh Singhal, Ming T. Liu |
| 1995 | PODC | Distributed Dynamic Channel Allocation for Mobile Computing. | Ravi Prakash, Niranjan G. Shivaratri, Mukesh Singhal |
| 1994 | LCN | Priority Communication Schemes on Local Area Networks for Multimedia Traffic. | Amr Elsaadany, Mukesh Singhal, Ming T. Liu |
| 1993 | SRDS | Using Logging and Asynchronous Checkpointing to Implement Recoverable Distributed Shared Memory. | Golden G. Richard III, Mukesh Singhal |
| 1992 | ICDE | Distributed Rule Processing in Active Databases. | Ing-Miin Hsu, Mukesh Singhal, Ming T. Liu |
| 1991 | ICDCS | A transfer policy for global scheduling algorithms to schedule tasks with deadlines. | Niranjan G. Shivaratri, Mukesh Singhal |
| 1991 | ICPP | Efficient Distributed Deadlock Detection and Resolution in Semantic Lock-Based Systems. | Shu-jen Wang, Mukesh Singhal, Ming T. Liu |
| 1991 | ICPP | Efficient Detection of Communication Deadlocks in Distributed Systems. | Shu-jen Wang, Mukesh Singhal, Ming T. Liu |
| 1990 | COMPSAC | A hybrid approach to mutual exclusion for distributed systems. | Ye-In Chang, Mukesh Singhal, Ming T. Liu |
| 1990 | ICPP | An Improved O(log N) Mutual Exclusion Algorithm for Distributed Systems. | Ye-In Chang, Mukesh Singhal, Ming T. Liu |
| 1990 | SRDS | A Fault Tolerant Algorithm for Distributed Mutual Exclusion. | Ye-In Chang, Mukesh Singhal, Ming T. Liu |
| 1989 | COMPSAC | Scatter-Brain: an experiment in distributed problem solving applied to load balancing. | Vibhu O. Mittal, Mukesh Singhal |
| 1989 | ICDCS | A Dynamic Information-Structure Mutual Exclusion Algorithm for Distributed Systems. | Mukesh Singhal |
| 1988 | COMPSAC | A fully-distributed approach to concurrency control in replicated database systems. | Mukesh Singhal |
| 1987 | ICDCS | On the Application of AI in Decentralized Control: An Illustration by Mutual Exclusion. | Mukesh Singhal |
| 1986 | ICDCS | A Concurrency Control Algorithm and Its Performance for Replicated Database Systems. | Mukesh Singhal, Ashok K. Agrawala |
| 1986 | SIGMETRICS | Performance Analysis of an Algorithm for Concurrency Control in Replicated Database Systems. | Mukesh Singhal, Ashok K. Agrawala |