Research Publications -@ CSE-IITM

Publications by the members of CSE Department :

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Matchings under One-Sided Preferences with Soft Quotas

Santhini K A, Meghana Nasre, R Raghu Raman
Appeared in 32nd International Joint Conference on Artificial Intelligence (IJCAI 2023, Macao. (), May 2023.

Single-linkage clustering of dynamic data.

Anju Mongandampulath Akathoott, Rupesh Nasre
Appeared in Concurr. Comput. Pract. Exp., Vol 35, 2023.

Discovering disjoint object property pairs in knowledge graphs using Probabilistic Soft Logic.

Subhashree S, P. Sreenivasa Kumar
Appeared in Knowl. Inf. Syst., Vol 65, pp.899-919, 2023.

Solving age-word problems using domain ontology and BERT.

Akshay Gupta, Suresh Kumar, P. Sreenivasa Kumar
Appeared in Proceedings of the 6th Joint International Conference on Data Science & Management of Data (10th ACM IKDD CODS and 28th COMAD), Mumbai, India, January 4-7, 2023, pp.95-103, Jan 2023.

Envy-freeness and relaxed stability: hardness and approximation algorithms.

Prem Krishnaa, Girija Limaye, Meghana Nasre, Prajakta Nimbhorkar
Appeared in J. Comb. Optim., Vol 45, pp.41, 2023.

DRL-Based Slice Admission Using Overbooking in 5G Networks.

Shivani Saxena, Krishna Moorthy Sivalingam
Appeared in IEEE Open J. Commun. Soc., Vol 4, pp.29-45, 2023.

Exploring the Role of Language Families for Building Indic Speech Synthesisers.

Anusha Prakash , Hema A. Murthy
Appeared in IEEE ACM Trans. Audio Speech Lang. Process., Vol 31, pp.734-747, 2023.

Decoding the Interplay Between Latency, Reliability, Cost, and Energy While Provisioning Resources in Fog-Computing-Enabled IoT Networks.

Kaniyambakkam Elayavilli Srinivasa Desikan, Vijeth J. Kotagi, C. Siva Ram Murthy
Appeared in IEEE Internet Things J., Vol 10, pp.2404-2416, 2023.

A Survey of Evaluation Metrics Used for NLG Systems.

Ananya B. Sai, Akash Kumar Mohankumar, Mitesh Khapra
Appeared in ACM Comput. Surv., Vol 55, pp.26:1-26:39, 2023.

On Finding Short Reconfiguration Sequences Between Independent Sets.

Akanksha Agrawal, Soumita Hait, Amer E. Mouawad
Appeared in 33rd International Symposium on Algorithms and Computation, ISAAC 2022, December 19-21, 2022, Seoul, Korea. (ISAAC 2022), LIPIcs, Vol 248, pp.39:1-39:14, Dec 2022.

IndicNLG Benchmark: Multilingual Datasets for Diverse NLG Tasks in Indic Languages.

Aman Kumar, Himani Shrotriya, Prachi Sahu, Amogh Mishra, Raj Dabre, Ratish Puduppully, Anoop Kunchukuttan, Mitesh Khapra, Pratyush Kumar
Appeared in Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, EMNLP 2022, Abu Dhabi, United Arab Emirates, December 7-11, 2022. (EMNLP 2022), pp.5363-5394, Dec 2022.

Neural network Based tuning of the Initial Congestion Window of Thin-streamed Application Traffic.

Madhan Raj Kanagarathinam, Krishna Moorthy Sivalingam
Appeared in IEEE Globecom 2022 Workshops, Rio de Janeiro, Brazil, December 4-8, 2022, pp.957-962, Dec 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 Theory of Cryptography - 20th International Conference, TCC 2022, Chicago, IL, USA, November 7-10, 2022, Proceedings, Part I (TCC 2022), Lecture Notes in Computer Science, Vol 13747, pp.618-647, Nov 2022.

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

Shweta Agrawal, Rishab Goyal, Junichi Tomida
Appeared in Theory of Cryptography - 20th International Conference, TCC 2022, Chicago, IL, USA, November 7-10, 2022, Proceedings, Part I (TCC 2022), Lecture Notes in Computer Science, Vol 13747, pp.711-740, Nov 2022.

Practical, Round-Optimal Lattice-Based Blind Signatures.

Shweta Agrawal, Elena Kirshanova, Damien Stehl, Anshu Yadav
Appeared in Proceedings of the 2022 ACM SIGSAC Conference on Computer and Communications Security, CCS 2022, Los Angeles, CA, USA, November 7-11, 2022 (CCS 2022), pp.39-53, Nov 2022.

Virtual Network Embedding using a Federated DRL Approach.

Saurav Chakraborty, Krishna Moorthy Sivalingam
Appeared in 11th IEEE International Conference on Cloud Networking, CloudNet 2022, Paris, France, November 7-10, 2022, pp.34-39, Nov 2022.

Federated Learning approach for Auto-scaling of Virtual Network Function resource allocation in 5G-and-Beyond Networks.

Rahul Verma, Krishna Moorthy Sivalingam
Appeared in 11th IEEE International Conference on Cloud Networking, CloudNet 2022, Paris, France, November 7-10, 2022, pp.242-246, Nov 2022.

Plateau: A Secure and Scalable Overlay Network for Large Distributed Trust Applications.

John Augustine, Wahid Gulzar Bhat, Sandip Nair
Appeared in Stabilization, Safety, and Security of Distributed Systems - 24th International Symposium, SSS 2022, Clermont-Ferrand, France, November 15-17, 2022, Proceedings (SSS 2022), Lecture Notes in Computer Science, Vol 13751, pp.69-83, Nov 2022.

Revisiting Link Prediction on Heterogeneous Graphs with a Multi-view Perspective.

Anasua Mitra, Priyesh Vijayan, Sanasam Ranbir Singh, Diganta Goswami, Srinivasan Parthasarathy, Balaraman Ravindran
Appeared in IEEE International Conference on Data Mining, ICDM 2022, Orlando, FL, USA, November 28 - Dec. 1, 2022 (ICDM 2022), pp.358-367, Nov 2022.

Byzantine Connectivity Testing in the Congested Clique.

John Augustine, Anisur Rahaman Molla, Gopal Pandurangan, Yadu Vasudev
Appeared in 36th International Symposium on Distributed Computing, DISC 2022, October 25-27, 2022, Augusta, Georgia, USA. (DISC 2022), LIPIcs, Vol 246, pp.7:1-7:21, Oct 2022.

Rotation Distance for Rank Bounded Trees.

S. K. M. Anoop, Jayalal Sarma
Appeared in Computing and Combinatorics - 28th International Conference, COCOON 2022, Shenzhen, China, October 22-24, 2022, Proceedings (COCOON 2022), Lecture Notes in Computer Science, Vol 13595, pp.529-536, Oct 2022.

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.

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.

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, 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, 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.

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.

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.

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