| 2026 | AAAI | Improving CAPTCHA Robustness via Controlled Image Corruptions (Student Abstract). | Suchetan G. Uppur, Ashish Kumar, Akshay Agarwal |
| 2025 | ACL | Semantic alignment in hyperbolic space for fine-grained emotion classification. | Ashish Kumar, Durga Toshniwal |
| 2025 | ACL | HyILR: Hyperbolic Instance-Specific Local Relationships for Hierarchical Text Classification. | Ashish Kumar, Durga Toshniwal |
| 2025 | CVPR | DynaMoDe-NeRF: Motion-aware Deblurring Neural Radiance Field for Dynamic Scenes. | Ashish Kumar, A. N. Rajagopalan |
| 2025 | ICDM | HiSLR: Sample-Specific Relationships in Hyperbolic Space for Hierarchical Text Classification. | Ashish Kumar, Durga Toshniwal |
| 2025 | ICLR | Designing Concise ConvNets with Columnar Stages. | Ashish Kumar, Jaesik Park |
| 2025 | UIST | Swarings : Exploring Expressive Freedom through Ring-Based Musical Interaction. | Sumit Kumar, Soubhagya Krishan Dev, Lakshmi Srinath, Ashish Kumar, Kratika Jain, Akhilesh Kumar Bhagat, Prakriti Mukherjee, Gowdham Prabhakar |
| 2024 | CVPR | Pick-or-Mix: Dynamic Channel Sampling for ConvNets. | Ashish Kumar, Daneul Kim, Jaesik Park, Laxmidhar Behera |
| 2024 | DSAA | Local Hierarchy-Aware Text-Label Association for Hierarchical Text Classification. | Ashish Kumar, Durga Toshniwal |
| 2024 | ICMLA | LyriX : Automated Lyrics Transcription Using Deep Learning-Based Residual UNet Model. | Arijit Roy, Esha Baweja, Ashish Kumar |
| 2024 | ICRA | Learning Vision-based Pursuit-Evasion Robot Policies. | Andrea Bajcsy, Antonio Loquercio, Ashish Kumar, Jitendra Malik |
| 2024 | ICRA | Manipulator as a Tail: Promoting Dynamic Stability for Legged Locomotion. | Huang Huang, Antonio Loquercio, Ashish Kumar, Neerja Thakkar, Ken Goldberg, Jitendra Malik |
| 2024 | ICSE | Causal Graph Fuzzing for Fair ML Sofware Development. | Verya Monjezi, Ashish Kumar, Gang Tan, Ashutosh Trivedi, Saeid Tizpaz-Niari |
| 2024 | ISSTA | NeuFair: Neural Network Fairness Repair with Dropout. | Vishnu Asutosh Dasu, Ashish Kumar, Saeid Tizpaz-Niari, Gang Tan |
| 2024 | VTC | Design Considerations and Framework Analysis for Software-Defined Autonomous Vehicles. | Kratika Yadav, Swapnil Shinde, Chebrolu Varsha, Ashish Kumar, Vempadapu Ramakrishna, P. Rajalakshmi |
| 2024 | WSC | Simulation of Emergency Care Systems: A Taxonomy and Future Directions. | Sean Shao Wei Lam, Ashish Kumar, Guo Yuan, Michael Dorosan, Marcus Eng Hock Ong, Fahad Javaid Siddiqui |
| 2023 | FIE | Exploring Possibilities of AI-Enabled Image Synthesis and Design in Education. | Yanwen Chen, Ashish Kumar, Xin Li |
| 2023 | ICCV | Self-supervised Monocular Underwater Depth Recovery, Image Restoration, and a Real-sea Video Dataset. | Nisha Varghese, Ashish Kumar, A. N. Rajagopalan |
| 2023 | ICRA | Legs as Manipulator: Pushing Quadrupedal Agility Beyond Locomotion. | Xuxin Cheng, Ashish Kumar, Deepak Pathak |
| 2023 | ICRA | Learning Visual Locomotion with Cross-Modal Supervision. | Antonio Loquercio, Ashish Kumar, Jitendra Malik |
| 2023 | ICRA | Learning a Single Near-hover Position Controller for Vastly Different Quadcopters. | Dingqi Zhang, Antonio Loquercio, Xiangyu Wu, Ashish Kumar, Jitendra Malik, Mark W. Mueller |
| 2023 | SP | DISV: Domain Independent Semantic Validation of Data Files. | Ashish Kumar, Bill Harris, Gang Tan |
| 2022 | CoRL | Legged Locomotion in Challenging Terrains using Egocentric Vision. | Ananye Agarwal, Ashish Kumar, Jitendra Malik, Deepak Pathak |
| 2022 | CoRL | In-Hand Object Rotation via Rapid Motor Adaptation. | Haozhi Qi, Ashish Kumar, Roberto Calandra, Yi Ma, Jitendra Malik |
| 2022 | CVPR | Coupling Vision and Proprioception for Navigation of Legged Robots. | Zipeng Fu, Ashish Kumar, Ananye Agarwal, Haozhi Qi, Jitendra Malik, Deepak Pathak |
| 2022 | CVPR | Coupling Vision and Proprioception for Navigation of Legged Robots. | Zipeng Fu, Ashish Kumar, Ananye Agarwal, Haozhi Qi, Jitendra Malik, Deepak Pathak |
| 2022 | CVPR | Coupling Vision and Proprioception for Navigation of Legged Robots. | Zipeng Fu, Ashish Kumar, Ananye Agarwal, Haozhi Qi, Jitendra Malik, Deepak Pathak |
| 2022 | IROS | Adapting Rapid Motor Adaptation for Bipedal Robots. | Ashish Kumar, Zhongyu Li, Jun Zeng, Deepak Pathak, Koushil Sreenath, Jitendra Malik |
| 2022 | ICSE | Fairness-aware Configuration of Machine Learning Libraries. | Saeid Tizpaz-Niari, Ashish Kumar, Gang Tan, Ashutosh Trivedi |
| 2022 | VTS | NVIDIA MATHS: Mechanism to Access Test-Data over High-Speed Links. | Mahmut Yilmaz, Pavan Kumar Datla Jagannadha, Kaushik Narayanun, Shantanu Sarangi, Francisco Da Silva, Joe Sarmiento, Smbat Tonoyan, Ashwin Chintaluri, Animesh Khare, Milind Sonawane, Ashish Kumar, Anitha Kalva, Alex Hsu, Jayesh Pandey |
| 2021 | CoRL | Minimizing Energy Consumption Leads to the Emergence of Gaits in Legged Robots. | Zipeng Fu, Ashish Kumar, Jitendra Malik, Deepak Pathak |
| 2021 | SMC | End-To-End Real-Time Visual Perception Framework for Construction Automation. | Mohit Vohra, Ashish Kumar, Ravi Prakash, Laxmidhar Behera |
| 2020 | IROS | Towards Deep Learning Assisted Autonomous UAVs for Manipulation Tasks in GPS-Denied Environments. | Ashish Kumar, Mohit Vohra, Ravi Prakash, Laxmidhar Behera |
| 2019 | CHIRA | Development of Mixed Reality Simulation based on an Unmanned Aerial Vehicle. | Ashish Kumar, Christophe Mondon, Sugjoon Yoon |
| 2019 | CoRL | Learning Navigation Subroutines from Egocentric Videos. | Ashish Kumar, Saurabh Gupta, Jitendra Malik |
| 2019 | ICRA | Semi Supervised Deep Quick Instance Detection and Segmentation. | Ashish Kumar, Laxmidhar Behera |
| 2019 | IROS | Domain-Independent Unsupervised Detection of Grasp Regions to grasp Novel Objects. | Siddhartha Vibhu Pharswan, Mohit Vohra, Ashish Kumar, Laxmidhar Behera |
| 2019 | VLSID | A 0.8V V_MIN Ultra-Low Leakage High Density 6T SRAM in 40nm CMOS Technology Using Repeated-Pulse Wordline Suppression Scheme. | Ashish Kumar, Mohammad Aftab Alam, Gangaikondan S. Visweswaran |
| 2018 | IROS | Real Time Incremental Foveal Texture Mapping for Autonomous Vehicles. | Ashish Kumar, James R. McBride, Gaurav Pandey |
| 2018 | ISAAC | Planar Maximum Matching: Towards a Parallel Algorithm. | Samir Datta, Raghav Kulkarni, Ashish Kumar, Anish Mukherjee |
| 2018 | IECON | Protection Design Considerations of a 10 kV SiC MOSFET Enabled Mobile Utilities Support Equipment Based Solid State Transformer (MUSE-SST). | Venkat N. Jakka, Sayan Acharya, Anup Anurag, Yos Prabowo, Ashish Kumar, Sanket Parashar, Subhashish Bhattacharya |
| 2018 | ISDA | Asymmetric Key Cryptosystem and Digital Signature Algorithm Built on Discrete Logarithm Problem (DLP). | Ashish Kumar, Jagadeesh Kakarla, Muzzammil Hussain |
| 2018 | MICCAI | A Combined Radio-Histological Approach for Classification of Low Grade Gliomas. | Aditya Bagari, Ashish Kumar, Avinash Kori, Mahendra Khened, Ganapathy Krishnamurthi |
| 2018 | VLSID | A 0.6V Retention VMIN Ultra-Low Leakage High Density 6T SRAM in 40nm CMOS Technology Using Adaptive Source Bias. | Ashish Kumar, G. S. Visweswaran |
| 2017 | FRUCT | Data security and quality evaluation framework: Implementation empirical study on android devices. | Igor Khokhlov, Leon Reznik, Ashish Kumar, Ankan Mookherjee, Rohan Dalvi |
| 2017 | ICML | ProtoNN: Compressed and Accurate kNN for Resource-scarce Devices. | Chirag Gupta, Arun Sai Suggala, Ankit Goyal, Harsha Vardhan Simhadri, Bhargavi Paranjape, Ashish Kumar, Saurabh Goyal, Raghavendra Udupa, Manik Varma, Prateek Jain |
| 2017 | ICML | Resource-efficient Machine Learning in 2 KB RAM for the Internet of Things. | Ashish Kumar, Saurabh Goyal, Manik Varma |
| 2017 | NDSS | VUzzer: Application-aware Evolutionary Fuzzing. | Sanjay Rawat, Vivek Jain, Ashish Kumar, Lucian Cojocar, Cristiano Giuffrida, Herbert Bos |
| 2016 | VLSID | A 0.5V VMIN 6T SRAM in 28nm UTBB FDSOI Technology Using Compensated WLUD Scheme with Zero Performance Loss. | Ashish Kumar, G. S. Visweswaran, Vinay Kumar, Kaushik Saha |
| 2015 | VLSID | A CMOS 90nm 50Mhz Supply Noise Tolerant High Density 8T-NAND ROM. | Kedar Janardan Dhori, Vinay Kumar, Ashish Kumar |
| 2014 | DAS | Multiclass Learning for Writer Identification Using Error-Correcting Codes. | Utkarsh Porwal, Chetan Ramaiah, Ashish Kumar, Venu Govindaraju |
| 2012 | ACISP | Improved Known-Key Distinguishers on Feistel-SP Ciphers and Application to Camellia. | Yu Sasaki, Sareh Emami, Deukjo Hong, Ashish Kumar |
| 2010 | INDOCRYPT | Cryptanalysis of Tav-128 Hash Function. | Ashish Kumar, Somitra Kumar Sanadhya, Praveen Gauravaram, Masoumeh Safkhani, Majid Naderi |