| 2025 | CVPR | GFlowVLM: Enhancing Multi-step Reasoning in Vision-Language Models with Generative Flow Networks. | Haoqiang Kang, Enna Sachdeva, Piyush Gupta, Sangjae Bae, Kwonjoon Lee |
| 2025 | GLOBECOM | Improving Query-Response Performance of Ambient IoT with CDM. | P. Raviteja, Piyush Gupta, Xiaoxia Zhang, Junyi Li, Zhifei Fan, Kazuki Takeda, Yuchul Kim |
| 2025 | ICRA | Generalized Mission Planning for Heterogeneous Multi-Robot Teams via LLM-Constructed Hierarchical Trees. | Piyush Gupta, David Isele, Enna Sachdeva, Pin-Hao Huang, Behzad Dariush, Kwonjoon Lee, Sangjae Bae |
| 2023 | ICRA | Interaction-Aware Trajectory Planning for Autonomous Vehicles with Analytic Integration of Neural Networks into Model Predictive Control. | Piyush Gupta, David Isele, Donggun Lee, Sangjae Bae |
| 2020 | ICDM | MixBoost: Synthetic Oversampling using Boosted Mixup for Handling Extreme Imbalance. | Anubha Kabra, Ayush Chopra, Nikaash Puri, Pinkesh Badjatiya, Sukriti Verma, Piyush Gupta, Balaji Krishnamurthy |
| 2020 | ICLR | Explain Your Move: Understanding Agent Actions Using Specific and Relevant Feature Attribution. | Nikaash Puri, Sukriti Verma, Piyush Gupta, Dhruv Kayastha, Shripad V. Deshmukh, Balaji Krishnamurthy, Sameer Singh |
| 2020 | KDD | Retrospective Loss: Looking Back to Improve Training of Deep Neural Networks. | Surgan Jandial, Ayush Chopra, Mausoom Sarkar, Piyush Gupta, Balaji Krishnamurthy, Vineeth Balasubramanian |
| 2020 | WWW | ShapeVis: High-dimensional Data Visualization at Scale. | Nupur Kumari, Siddarth R., Akash Rupela, Piyush Gupta, Balaji Krishnamurthy |
| 2018 | ICDM | Multimapper: Data Density Sensitive Topological Visualization. | Bishal Deb, Ankita Sarkar, Nupur Kumari, Akash Rupela, Piyush Gupta, Balaji Krishnamurthy |
| 2015 | ISIT | On the scaling of interference alignment under delay and power constraints. | Subhashini Krishnasamy, Urs Niesen, Piyush Gupta |
| 2014 | ISIT | Energy-efficient communication over the unsynchronized Gaussian diamond network. | Ritesh Kolte, Urs Niesen, Piyush Gupta |
| 2013 | ISIT | Energy-efficient communication in the presence of synchronization errors. | Yu-Chih Huang, Urs Niesen, Piyush Gupta |
| 2011 | ISIT | Towards a queueing-based framework for in-network function computation. | Siddhartha Banerjee, Piyush Gupta, Sanjay Shakkottai |
| 2011 | ISIT | Distributed resource allocation for proportional fairness in multi-band wireless systems. | I-Hong Hou, Piyush Gupta |
| 2011 | ISIT | The capacity per unit energy of large wireless networks. | Sudeep Kamath, Urs Niesen, Piyush Gupta |
| 2011 | ISIT | When is a function securely computable? | Himanshu Tyagi, Prakash Narayan, Piyush Gupta |
| 2010 | INFOCOM | On the Impact of Mobility on Multicast Capacity of Wireless Networks. | Jubin Jose, Ahmed Abdel-Hadi, Piyush Gupta, Sriram Vishwanath |
| 2010 | ISIT | On the optimality of multi-hop communication in large wireless networks. | Urs Niesen, Piyush Gupta, David Tse |
| 2010 | ISIT | Secure computing. | Himanshu Tyagi, Prakash Narayan, Piyush Gupta |
| 2009 | INFOCOM | The Multicast Capacity Region of Large Wireless Networks. | Urs Niesen, Piyush Gupta, Devavrat Shah |
| 2009 | ISIT | Information-theoretic bounds for multiround function computation in collocated networks. | Nan Ma, Prakash Ishwar, Piyush Gupta |
| 2008 | INFOCOM | Joint Scheduling and Congestion Control in Mobile Ad-Hoc Networks. | Umut Akyol, Matthew Andrews, Piyush Gupta, John D. Hobby, Iraj Saniee, Alexander L. Stolyar |
| 2008 | INFOCOM | Optimal Geographic Routing for Wireless Networks with Near-Arbitrary Holes and Traffic. | Sundar Subramanian, Sanjay Shakkottai, Piyush Gupta |
| 2008 | ISIT | Hierarchical cooperation for arbitrary wireless networks. | Urs Niesen, Piyush Gupta, Devavrat Shah |
| 2008 | ITW | Cooperative multi-hop schemes for arbitrary wireless networks. | Urs Niesen, Piyush Gupta, Devavrat Shah |
| 2007 | INFOCOM | On Optimal Geographic Routing in Wireless Networks with Holes and Non-Uniform Traffic. | Sundar Subramanian, Sanjay Shakkottai, Piyush Gupta |
| 2007 | ISIT | Routing is Order-optimal in Broadcast Erasure Networks with Interference. | Brian Smith, Piyush Gupta, Sriram Vishwanath |
| 2007 | ISIT | Scaling Bounds for Function Computation over Large Networks. | Sundar Subramanian, Piyush Gupta, Sanjay Shakkottai |
| 2006 | CISS | Optimal Throughput Allocation in General Random-Access Networks. | Piyush Gupta, Alexander L. Stolyar |
| 2006 | ISIT | On Network Coding for Interference Networks. | Sandeep Bhadra, Piyush Gupta, Sanjay Shakkottai |
| 2005 | INFOCOM | Random-access scheduling with service differentiation in wireless networks. | Piyush Gupta, Yogesh Sankarasubramaniam, Alexander L. Stolyar |
| 2004 | ISIT | Distributed scheduling in wireless data networks with service differentiation. | Piyush Gupta, Yogesh Sankarasubramaniam, Alexander L. Stolyar |