Research Publications -@ CSE-IITM

Publications by the members of CSE Department :

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RaDaR: A Real-Word Dataset for AI powered Run-time Detection of Cyber-Attacks.

Sareena Karapoola, Nikhilesh Singh, Chester Rebeiro, V. Kamakoti
Appeared in Proceedings of the 31st ACM International Conference on Information & Knowledge Management, Atlanta, GA, USA, October 17-21, 2022, pp.3222-3232, Oct 2022.

Domain-Agnostic Contrastive Representations for Learning from Label Proportions.

Jay Nandy, Rishi Saket, Prateek Jain, Jatin Chauhan, Balaraman Ravindran, Aravindan Raghuveer
Appeared in Proceedings of the 31st ACM International Conference on Information & Knowledge Management, Atlanta, GA, USA, October 17-21, 2022, pp.1542-1551, Oct 2022.

Counterfactuals as Explanations for Monotonic Classifiers.

Sarathi K., Shania Mitra, Deepak P., Sutanu Chakraborti
Appeared in Workshop Proceedings of the 30th International Conferece on Case-Based Reasoning co-located with the 30th International Conference on Case-Based Reasoning (ICCBR 2022), Nancy (France), September 12-15th, 2022. (ICCBR 2022), CEUR Workshop Proceedings, Vol 3389, pp.177-188, Sep 2022.

A Novel UAV-aided User Offloading in 5G and Beyond.

Sriharsha Chigullapally, C. Siva Ram Murthy
Appeared in 2022 IEEE 33rd Annual International Symposium on Personal, Indoor and Mobile Radio Communications (PIMRC), Kyoto, Japan, September 12-15, 2022 (PIMRC 2022), pp.1012-1018, Sep 2022.

Parameterized Complexity of Perfectly Matched Sets.

Akanksha Agrawal, Sutanay Bhattacharjee, Satyabrata Jana, Abhishek Sahu
Appeared in 17th International Symposium on Parameterized and Exact Computation, IPEC 2022, September 7-9, 2022, Potsdam, Germany. (IPEC 2022), LIPIcs, Vol 249, pp.2:1-2:13, Sep 2022.

A Finite Algorithm for the Realizabilty of a Delaunay Triangulation.

Akanksha Agrawal, Saket Saurabh , Meirav Zehavi
Appeared in 17th International Symposium on Parameterized and Exact Computation, IPEC 2022, September 7-9, 2022, Potsdam, Germany. (IPEC 2022), LIPIcs, Vol 249, pp.1:1-1:16, Sep 2022.

Never Judge a Case by Its (Unreliable) Neighbors: Estimating Case Reliability for CBR.

Adwait P. Parsodkar, Deepak Padmanabhan, Sutanu Chakraborti
Appeared in Case-Based Reasoning Research and Development - 30th International Conference, ICCBR 2022, Nancy, France, September 12-15, 2022, Proceedings (ICCBR 2022), Lecture Notes in Computer Science, Vol 13405, pp.256-270, Sep 2022.

TAG: Task-based Accumulated Gradients for Lifelong learning.

Pranshu Malviya, Balaraman Ravindran, Sarath Chandar
Appeared in Conference on Lifelong Learning Agents, CoLLAs 2022, 22-24 August 2022, McGill University, Montral, Qubec, Canada., Proceedings of Machine Learning Research, Vol 199, pp.366-389, Aug 2022.

Multi-input Attribute Based Encryption and Predicate Encryption.

Shweta Agrawal, Anshu Yadav, Shota Yamada
Appeared in Advances in Cryptology - CRYPTO 2022 - 42nd Annual International Cryptology Conference, CRYPTO 2022, Santa Barbara, CA, USA, August 15-18, 2022, Proceedings, Part I (CRYPTO 2022), Lecture Notes in Computer Science, Vol 13507, pp.590-621, Aug 2022.

JUGAAD: Comprehensive Malware Behavior-as-a-Service.

Sareena Karapoola, Nikhilesh Singh, Chester Rebeiro, V. Kamakoti
Appeared in CSET 2022: Cyber Security Experimentation and Test Workshop, Virtual Event, 8 August 2022 (CSET 2022), pp.39-48, Aug 2022.

Multi-Variate Time Series Forecasting on Variable Subsets.

Jatin Chauhan, Aravindan Raghuveer, Rishi Saket, Jay Nandy, Balaraman Ravindran
Appeared in KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14 - 18, 2022, pp.76-86, Aug 2022.

Navigational Aid for Open-Ended Surveillance, by Fusing Estimated Depth and Scene Segmentation Maps, Using RGB Images of Indoor Scenes.

Binoy Saha, Neha Shah, Sukhendu Das
Appeared in IEEE International Conference on Signal Processing and Communications, SPCOM 2022, Bangalore, India, July 11-15, 2022 (SPCOM 2022), pp.1-5, Jul 2022.

A Survey of Risk-Aware Multi-Armed Bandits.

Vincent Y. F. Tan, L A Prashanth, Krishna P. Jagannathan
Appeared in Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, IJCAI 2022, Vienna, Austria, 23-29 July 2022. (IJCAI 2022), pp.5623-5629, Jul 2022.

Brief Announcement: Distributed MST Computation in the Sleeping Model: Awake-Optimal Algorithms and Lower Bounds.

John Augustine, William K. Moses Jr., Gopal Pandurangan
Appeared in PODC '22: ACM Symposium on Principles of Distributed Computing, Salerno, Italy, July 25 - 29, 2022 (PODC 2022), pp.51-53, Jul 2022.

A Fully-Distributed Scalable Peer-to-Peer Protocol for Byzantine-Resilient Distributed Hash Tables.

John Augustine, Soumyottam Chatterjee, Gopal Pandurangan
Appeared in SPAA '22: 34th ACM Symposium on Parallelism in Algorithms and Architectures, Philadelphia, PA, USA, July 11 - 14, 2022 (SPAA 2022), pp.87-98, Jul 2022.

USS Directed E2E Speech Synthesis For Indian Languages.

Sudhanshu Srivastava, Hema A. Murthy
Appeared in IEEE International Conference on Signal Processing and Communications, SPCOM 2022, Bangalore, India, July 11-15, 2022 (SPCOM 2022), pp.1-5, Jul 2022.

Timed speculative attacks exploiting store-to-load forwarding bypassing cache-based countermeasures.

Anirban Chakraborty, Nikhilesh Singh, Sarani Bhattacharya, Chester Rebeiro, Debdeep Mukhopadhyay
Appeared in DAC '22: 59th ACM/IEEE Design Automation Conference, San Francisco, California, USA, July 10 - 14, 2022, pp.553-558, Jul 2022.

Evolutionary Approach to Security Games with Signaling.

Adam Zychowski, Jacek Mandziuk, Elizabeth Bondi, Aravind Venugopal, Milind Tambe, Balaraman Ravindran
Appeared in Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, IJCAI 2022, Vienna, Austria, 23-29 July 2022. (IJCAI 2022), pp.620-627, Jul 2022.

Hybrid Deep RePReL: Integrating Relational Planning and Reinforcement Learning for Information Fusion.

Harsha Kokel, Nikhilesh Prabhakar, Balaraman Ravindran, Erik Blasch, Prasad Tadepalli, Sriraam Natarajan
Appeared in 25th International Conference on Information Fusion, FUSION 2022, Linkping, Sweden, July 4-7, 2022 (FUSION 2022), pp.1-8, Jul 2022.

Round-Optimal Lattice-Based Threshold Signatures, Revisited.

Shweta Agrawal, Damien Stehl, Anshu Yadav
Appeared in 49th International Colloquium on Automata, Languages, and Programming, ICALP 2022, July 4-8, 2022, Paris, France. (ICALP 2022), LIPIcs, Vol 229, pp.8:1-8:20, Jul 2022.

Anwesha: A Tool for Semantic Search in Bangla.

Arup Das, Bibekananda Kundu, Lokasis Ghorai, Arjun Kumar Gupta, Sutanu Chakraborti
Appeared in Proceedings of the ALTNLP The International Conference and workshop on Agglutanative Language Technologies as a challenge of Natural Language Processing, Virtual Event, Koper, Slovenia, June, 7th and 8th, 2022., CEUR Workshop Proceedings, Vol 3315, pp.20-29, Jun 2022.

RV-GAN: Recurrent GAN for Unconditional Video Generation.

Sonam Gupta, Arti Keshari, Sukhendu Das
Appeared in IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, CVPR Workshops 2022, New Orleans, LA, USA, June 19-20, 2022, pp.2023-2032, Jun 2022.

Detecting Vehicles on the Edge: Knowledge Distillation to Improve Performance in Heterogeneous Road Traffic.

Manoj Bharadhwaj, Gitakrishnan Ramadurai, Balaraman Ravindran
Appeared in IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, CVPR Workshops 2022, New Orleans, LA, USA, June 19-20, 2022, pp.3191-3197, Jun 2022.

Non-linear Motion Estimation for Video Frame Interpolation using Space-time Convolutions.

Saikat Dutta, Arulkumar Subramaniam, Anurag Mittal
Appeared in IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, CVPR Workshops 2022, New Orleans, LA, USA, June 19-20, 2022, pp.1725-1730, Jun 2022.

Distance from Triviality 2.0: Hybrid Parameterizations.

Akanksha Agrawal, M. S. Ramanujan
Appeared in Combinatorial Algorithms - 33rd International Workshop, IWOCA 2022, Trier, Germany, June 7-9, 2022, Proceedings (IWOCA 2022), Lecture Notes in Computer Science, Vol 13270, pp.3-20, Jun 2022.

Certified mergeable replicated data types.

Vimala Soundarapandian, Adharsh Kamath, Kartik Nagar, K. C. Sivaramakrishnan
Appeared in PLDI '22: 43rd ACM SIGPLAN International Conference on Programming Language Design and Implementation, San Diego, CA, USA, June 13 - 17, 2022, pp.332-347, Jun 2022.

Face Age Progression with Attribute Manipulation.

Sinzith Tatikonda, Athira M. Nambiar, Anurag Mittal
Appeared in Pattern Recognition and Artificial Intelligence - Third International Conference, ICPRAI 2022, Paris, France, June 1-3, 2022, Proceedings, Part I (ICPRAI 2022), Lecture Notes in Computer Science, Vol 13363, pp.639-652, Jun 2022.

When is Machine Learning Data Good?: Valuing in Public Health Datafication.

Divy Thakkar, Azra Ismail, Pratyush Kumar, Alex Hanna, Nithya Sambasivan, Neha Kumar
Appeared in CHI '22: CHI Conference on Human Factors in Computing Systems, New Orleans, LA, USA, 29 April 2022 - 5 May 2022, pp.322:1-322:16, May 2022.

WiFi Interference-Based Adversarial Attacks on NTC Using CSI Sensing.

Junye Li , Deepak Mishra , Dilip Krishnaswamy, Ayon Chakraborty, Joseph G. Davis, Aruna Seneviratne
Appeared in IEEE International Conference on Communications, ICC 2022, Seoul, Korea, May 16-20, 2022 (ICC 2022), pp.4354-4359, May 2022.

Privacy-Preserving Decentralized Exchange Marketplaces.

Kavya Govindarajan, Dhinakaran Vinayagamurthy, Praveen Jayachandran, Chester Rebeiro
Appeared in IEEE International Conference on Blockchain and Cryptocurrency, ICBC 2022, Shanghai, China, May 2-5, 2022 (ICBC 2022), pp.1-9, May 2022.

Identifying Relation-gaps in Ontologies using TOPSIS.

Subhashree S, P. Sreenivasa Kumar
Appeared in Proceedings of the Thirty-Fifth International Florida Artificial Intelligence Research Society Conference, FLAIRS 2022, Hutchinson Island, Jensen Beach, Florida, USA, May 15-18, 2022. (FLAIRS 2022), May 2022.

OpenHands: Making Sign Language Recognition Accessible with Pose-based Pretrained Models across Languages.

Prem Selvaraj, Gokul Nc, Pratyush Kumar, Mitesh Khapra
Appeared in Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), ACL 2022, Dublin, Ireland, May 22-27, 2022 (ACL 2022), pp.2114-2133, May 2022.

IndicBART: A Pre-trained Model for Indic Natural Language Generation.

Raj Dabre, Himani Shrotriya, Anoop Kunchukuttan, Ratish Puduppully, Mitesh Khapra, Pratyush Kumar
Appeared in Findings of the Association for Computational Linguistics: ACL 2022, Dublin, Ireland, May 22-27, 2022. (ACL 2022), pp.1849-1863, May 2022.

Active Evaluation: Efficient NLG Evaluation with Few Pairwise Comparisons.

Akash Kumar Mohankumar, Mitesh Khapra
Appeared in Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), ACL 2022, Dublin, Ireland, May 22-27, 2022 (ACL 2022), pp.8761-8781, May 2022.

Input-specific Attention Subnetworks for Adversarial Detection.

Emil Biju, Anirudh Sriram, Pratyush Kumar, Mitesh Khapra
Appeared in Findings of the Association for Computational Linguistics: ACL 2022, Dublin, Ireland, May 22-27, 2022. (ACL 2022), pp.31-44, May 2022.

Optimal Matchings with One-Sided Preferences: Fixed and Cost-Based Quotas.

Govind S. Sankar, Santhini K A, Meghana Nasre
Appeared in 21st International Conference on Autonomous Agents and Multiagent Systems, AAMAS 2022, Auckland, New Zealand, May 9-13, 2022 (AAMAS 2022), pp.696-704, May 2022.

Causal Contextual Bandits with Targeted Interventions.

Chandrasekar Subramanian, Balaraman Ravindran
Appeared in The Tenth International Conference on Learning Representations, ICLR 2022, Virtual Event, April 25-29, 2022 (ICLR 2022), Apr 2022.

Inductive Bias of Gradient Descent for Weight Normalized Smooth Homogeneous Neural Nets.

Depen Morwani, Harish Guruprasad
Appeared in International Conference on Algorithmic Learning Theory, 29-1 April 2022, Paris, France., Proceedings of Machine Learning Research, Vol 167, pp.827-880, Apr 2022.

Slice admission control using overbooking for enhancing provider revenue in 5G Networks.

Shivani Saxena, Krishna Moorthy Sivalingam
Appeared in 2022 IEEE/IFIP Network Operations and Management Symposium, NOMS 2022, Budapest, Hungary, April 25-29, 2022 (NOMS 2022), pp.1-7, Apr 2022.

Succinct Data Structure for Path Graphs.

Girish Balakrishnan, N.S. Narayanaswamy, Sankardeep Chakraborty, Kunihiko Sadakane
Appeared in Data Compression Conference, DCC 2022, Snowbird, UT, USA, March 22-25, 2022 (DCC 2022), pp.262-271, Mar 2022.

Towards Building ASR Systems for the Next Billion Users.

Tahir Javed, Sumanth Doddapaneni, Abhigyan Raman, Kaushal Santosh Bhogale, Gowtham Ramesh, Anoop Kunchukuttan, Pratyush Kumar, Mitesh Khapra
Appeared in Thirty-Sixth AAAI Conference on Artificial Intelligence, AAAI 2022, Thirty-Fourth Conference on Innovative Applications of Artificial Intelligence, IAAI 2022, The Twelveth Symposium on Educational Advances in Artificial Intelligence, EAAI 2022 Virtual Event, February 22 - March 1, 2022, pp.10813-10821, Mar 2022.

Parameterized Complexity of Minimum Membership Dominating Set.

Akanksha Agrawal, Pratibha Choudhary, N.S. Narayanaswamy, K. K. Nisha, Vijayaragunathan Ramamoorthi
Appeared in WALCOM: Algorithms and Computation - 16th International Conference and Workshops, WALCOM 2022, Jember, Indonesia, March 24-26, 2022, Proceedings (WALCOM 2022), Lecture Notes in Computer Science, Vol 13174, pp.288-299, Mar 2022.

Brief Announcement: Cooperative Guarding in Polygons with Holes.

John Augustine, Srikkanth Ramachandran
Appeared in 1st Symposium on Algorithmic Foundations of Dynamic Networks, SAND 2022, March 28-30, 2022, Virtual Conference. (SAND 2022), LIPIcs, Vol 221, pp.21:1-21:3, Mar 2022.

On Combining Bags to Better Learn from Label Proportions.

Rishi Saket, Aravindan Raghuveer, Balaraman Ravindran
Appeared in International Conference on Artificial Intelligence and Statistics, AISTATS 2022, 28-30 March 2022, Virtual Event. (AISTATS 2022), Proceedings of Machine Learning Research, Vol 151, pp.5913-5927, Mar 2022.

Introduction to the GLOBECOM 2022 Optical Networks and Systems Symposium Special Issue.

Hiroshi Hasegawa, Jason Jue, Krishna Moorthy Sivalingam, Suresh Subramaniam
Appeared in JOCN, Vol 15, pp.ONS1-ONS2, 2022.

Bounded Functional Encryption for Turing Machines: Adaptive Security from General Assumptions.

Shweta Agrawal, Fuyuki Kitagawa, Anuja Modi, Ryo Nishimaki, Shota Yamada , Takashi Yamakawa
Appeared in IACR Cryptol. ePrint Arch., Vol 2022, pp.316, 2022.

Round-Optimal Lattice-Based Threshold Signatures, Revisited.

Shweta Agrawal, Damien Stehl, Anshu Yadav
Appeared in IACR Cryptol. ePrint Arch., Vol 2022, pp.634, 2022.

Multi-Input Quadratic Functional Encryption: Stronger Security, Broader Functionality.

Shweta Agrawal, Rishab Goyal, Junichi Tomida
Appeared in IACR Cryptol. ePrint Arch., Vol 2022, pp.1168, 2022.

Trace and Revoke with Optimal Parameters from Polynomial Hardness.

Shweta Agrawal, Simran Kumari, Anshu Yadav, Shota Yamada
Appeared in IACR Cryptol. ePrint Arch., Vol 2022, pp.1347, 2022.

Multi-Input Attribute Based Encryption and Predicate Encryption.

Shweta Agrawal, Anshu Yadav, Shota Yamada
Appeared in IACR Cryptol. ePrint Arch., Vol 2022, pp.1024, 2022.

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Department of Computer Science & Engineering

Indian Institute of Technology Madras, Chennai, India.