Research Publications -@ CSE-IITM

Publications by the members of CSE Department :

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Recognizing well-dominated graphs is coNP-complete.

Akanksha Agrawal, Henning Fernau, Philipp Kindermann, Kevin Mann, Uverton S. Souza
To appear in Inf. Process. Lett., Vol 183, pp.106419, 2024.

Conditioning Covert Geo-Location (CGL) Detection on Semantic Class Information.

Binoy Saha, Sukhendu Das
To appear in Pattern Recognition and Machine Intelligence - 10th International Conference, PReMI 2023, Kolkata, India, December 12-15, 2023, Proceedings, Lecture Notes in Computer Science, Vol 14301, pp.28-37, Dec 2023.

Oscillatory Network and Deep Value Network Based Memory Replay Model of Hippocampus.

Tamizharasan Kanagamani, Madhuvanthi Muliya, V. Srinivasa Chakravarthy, Balaraman Ravindran, Ramshekhar N. Menon
To appear in Pattern Recognition and Machine Intelligence - 10th International Conference, PReMI 2023, Kolkata, India, December 12-15, 2023, Proceedings, Lecture Notes in Computer Science, Vol 14301, pp.117-127, Dec 2023.

Forward Security Under Leakage Resilience, Revisited.

Suvradip Chakraborty, Harish Karthikeyan, , C. Pandu Rangan
Appeared in Cryptology and Network Security - 22nd International Conference, CANS 2023, Augusta, GA, USA, October 31 - November 2, 2023, Proceedings (CANS 2023), Lecture Notes in Computer Science, Vol 14342, pp.3-27, Nov 2023.

On the Learning Dynamics of Attention Networks.

Rahul Vashisht, Harish Guruprasad
Appeared in ECAI 2023 - 26th European Conference on Artificial Intelligence, September 30 - October 4, 2023, Krakw, Poland - Including 12th Conference on Prestigious Applications of Intelligent Systems (PAIS 2023) (PAIS 2023), Frontiers in Artificial Intelligence and Applications, Vol 372, pp.2394-2401, Oct 2023.

Online Algorithms for Matchings with Proportional Fairness Constraints and Diversity Constraints.

Anand Louis, Meghana Nasre, Prajakta Nimbhorkar, Govind S. Sankar
Appeared in ECAI 2023 - 26th European Conference on Artificial Intelligence, September 30 - October 4, 2023, Krakw, Poland - Including 12th Conference on Prestigious Applications of Intelligent Systems (PAIS 2023) (PAIS 2023), Frontiers in Artificial Intelligence and Applications, Vol 372, pp.1601-1608, Oct 2023.

Multi-Modal Hierarchical Attention-Based Dense Video Captioning.

Hemalatha Munusamy, C. Chandra Sekhar
Appeared in IEEE International Conference on Image Processing, ICIP 2023, Kuala Lumpur, Malaysia, October 8-11, 2023 (ICIP 2023), pp.475-479, Oct 2023.

Attribute-Based Multi-input FE (and More) for Attribute-Weighted Sums.

Shweta Agrawal, Junichi Tomida, Anshu Yadav
Appeared in Advances in Cryptology - CRYPTO 2023 - 43rd Annual International Cryptology Conference, CRYPTO 2023, Santa Barbara, CA, USA, August 20-24, 2023, Proceedings, Part IV (CRYPTO 2023), Lecture Notes in Computer Science, Vol 14084, pp.464-497, Aug 2023.

Constant Input Attribute Based (and Predicate) Encryption from Evasive and Tensor LWE.

Shweta Agrawal, Mlissa Rossi, Anshu Yadav, Shota Yamada
Appeared in Advances in Cryptology - CRYPTO 2023 - 43rd Annual International Cryptology Conference, CRYPTO 2023, Santa Barbara, CA, USA, August 20-24, 2023, Proceedings, Part IV (CRYPTO 2023), Lecture Notes in Computer Science, Vol 14084, pp.532-564, Aug 2023.

A policy gradient approach for optimization of smooth risk measures.

Nithia Vijayan, L A Prashanth
Appeared in Uncertainty in Artificial Intelligence, UAI 2023, July 31 - 4 August 2023, Pittsburgh, PA, USA. (UAI 2023), Proceedings of Machine Learning Research, Vol 216, pp.2168-2178, Aug 2023.

Matchings under One-Sided Preferences with Soft Quotas.

Santhini K. A., Raghu Raman Ravi, Meghana Nasre
Appeared in Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence, IJCAI 2023, 19th-25th August 2023, Macao, SAR, China (IJCAI 2023), pp.2774-2782, Aug 2023.

Descriptive and Coherent Paragraph Generation for Image Paragraph Captioning Using Vision Transformer and Post-processing.

Naveen Vakada, C. Chandra Sekhar
Appeared in Advanced Concepts for Intelligent Vision Systems - 21st International Conference, ACIVS 2023 Kumamoto, Japan, August 21-23, 2023 Proceedings (ACIVS 2023), Lecture Notes in Computer Science, Vol 14124, pp.40-52, Aug 2023.

Optimizing Traffic Control with Model-Based Learning: A Pessimistic Approach to Data-Efficient Policy Inference.

Mayuresh Kunjir, Sanjay Chawla, Siddarth Chandrasekar, Devika Jay, Balaraman Ravindran
Appeared in Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, KDD 2023, Long Beach, CA, USA, August 6-10, 2023 (KDD 2023), pp.1176-1187, Aug 2023.

The Case for Circularities in Case-Based Reasoning.

Adwait P. Parsodkar, Deepak P , Sutanu Chakraborti
Appeared in Case-Based Reasoning Research and Development - 31st International Conference, ICCBR 2023, Aberdeen, UK, July 17-20, 2023, Proceedings (ICCBR 2023), Lecture Notes in Computer Science, Vol 14141, pp.85-101, Jul 2023.

Group Fairness in Case-Based Reasoning.

Shania Mitra, Ditty Mathew, Deepak P., Sutanu Chakraborti
Appeared in Case-Based Reasoning Research and Development - 31st International Conference, ICCBR 2023, Aberdeen, UK, July 17-20, 2023, Proceedings (ICCBR 2023), Lecture Notes in Computer Science, Vol 14141, pp.217-232, Jul 2023.

Effective Parallelization of the Vehicle Routing Problem.

Rajesh Pandian M, Somesh Singh, Rupesh Nasre, N.S. Narayanaswamy
Appeared in Proceedings of the Genetic and Evolutionary Computation Conference, GECCO 2023, Lisbon, Portugal, July 15-19, 2023 (GECCO 2023), pp.1036-1044, Jul 2023.

Bhasa-Abhijnaanam: Native-script and romanized Language Identification for 22 Indic languages.

Yash Madhani, Mitesh Khapra, Anoop Kunchukuttan
Appeared in Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers), ACL 2023, Toronto, Canada, July 9-14, 2023. (ACL 2023), pp.816-826, Jul 2023.

IndicMT Eval: A Dataset to Meta-Evaluate Machine Translation Metrics for Indian Languages.

Ananya B. Sai, Tanay Dixit, Vignesh Nagarajan, Anoop Kunchukuttan, Pratyush Kumar, Mitesh Khapra, Raj Dabre
Appeared in Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), ACL 2023, Toronto, Canada, July 9-14, 2023. (ACL 2023), pp.14210-14228, Jul 2023.

Naamapadam: A Large-Scale Named Entity Annotated Data for Indic Languages.

Arnav Mhaske, Harshit Kedia, Sumanth Doddapaneni, Mitesh Khapra, Pratyush Kumar, V. Rudra Murthy, Anoop Kunchukuttan
Appeared in Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), ACL 2023, Toronto, Canada, July 9-14, 2023. (ACL 2023), pp.10441-10456, Jul 2023.

Towards Leaving No Indic Language Behind: Building Monolingual Corpora, Benchmark and Models for Indic Languages.

Sumanth Doddapaneni, Rahul Aralikatte, Gowtham Ramesh, Shreya Goyal, Mitesh Khapra, Anoop Kunchukuttan, Pratyush Kumar
Appeared in Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), ACL 2023, Toronto, Canada, July 9-14, 2023. (ACL 2023), pp.12402-12426, Jul 2023.

Separating Words Problem over Groups.

Neha Kuntewar, S. K. M. Anoop, Jayalal Sarma
Appeared in Descriptional Complexity of Formal Systems - 25th IFIP WG 1.02 International Conference, DCFS 2023, Potsdam, Germany, July 4-6, 2023, Proceedings (DCFS 2023), Lecture Notes in Computer Science, Vol 13918, pp.109-120, Jul 2023.

MARRS: Modern Backbones Assisted Co-training for Rapid and Robust Semi-Supervised Domain Adaptation.

Saurabh Kumar Jain, Sukhendu Das
Appeared in IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2023 - Workshops, Vancouver, BC, Canada, June 17-24, 2023 (CVPR 2023), pp.4580-4589, Jun 2023.

Quadratic Functional Encryption for Secure Training in Vertical Federated Learning.

Shuangyi Chen, Anuja Modi, Shweta Agrawal, Ashish Khisti
Appeared in IEEE International Symposium on Information Theory, ISIT 2023, Taipei, Taiwan, June 25-30, 2023 (ISIT 2023), pp.60-65, Jun 2023.

An Empirical Study of Leveraging Knowledge Distillation for Compressing Multilingual Neural Machine Translation Models.

Varun Gumma, Raj Dabre, Pratyush Kumar
Appeared in Proceedings of the 24th Annual Conference of the European Association for Machine Translation, EAMT 2023, Tampere, Finland, 12-15 June 2023 (EAMT 2023), pp.103-114, Jun 2023.

Effectiveness of Mining Audio and Text Pairs from Public Data for Improving ASR Systems for Low-Resource Languages.

Kaushal Santosh Bhogale, Abhigyan Raman, Tahir Javed, Sumanth Doddapaneni, Anoop Kunchukuttan, Pratyush Kumar, Mitesh Khapra
Appeared in IEEE International Conference on Acoustics, Speech and Signal Processing ICASSP 2023, Rhodes Island, Greece, June 4-10, 2023 (ICASSP 2023), pp.1-5, Jun 2023.

Towards Building Text-to-Speech Systems for the Next Billion Users.

Gokul Karthik Kumar, Praveen S. V, Pratyush Kumar, Mitesh Khapra, Karthik Nandakumar
Appeared in IEEE International Conference on Acoustics, Speech and Signal Processing ICASSP 2023, Rhodes Island, Greece, June 4-10, 2023 (ICASSP 2023), pp.1-5, Jun 2023.

Critical Relaxed Stable Matchings with Two-Sided Ties.

Meghana Nasre, Prajakta Nimbhorkar, Keshav Ranjan
Appeared in Graph-Theoretic Concepts in Computer Science - 49th International Workshop, WG 2023, Fribourg, Switzerland, June 28-30, 2023, Revised Selected Papers (WG 2023), Lecture Notes in Computer Science, Vol 14093, pp.447-461, Jun 2023.

Ensemble Methods For Enhanced Covid-19 CT Scan Severity Analysis.

Anand Thyagachandran, Hema A. Murthy
Appeared in IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2023 - Workshops, Rhodes Island, Greece, June 4-10, 2023 (ICASSP 2023), pp.1-5, Jun 2023.

YODA: Covert Communication Channel over Public DNS Resolvers.

Sandip Saha, Sareena Karapoola, Chester Rebeiro, V. Kamakoti
Appeared in 53rd Annual IEEE/IFIP International Conference on Dependable Systems and Network, DSN 2023, Porto, Portugal, June 27-30, 2023 (DSN 2023), pp.252-260, Jun 2023.

Secure Compiler Framework to Design Fault Attack Resistant Software.

Keerthi K. , Chester Rebeiro
Appeared in 53rd Annual IEEE/IFIP International Conference on Dependable Systems and Networks, DSN 2023 - Supplemental Volume, Porto, Portugal, June 27-30, 2023 (DSN 2023), pp.206-208, Jun 2023.

Optimal Cost-Based Allocations Under Two-Sided Preferences.

Girija Limaye, Meghana Nasre
Appeared in Combinatorial Algorithms - 34th International Workshop, IWOCA 2023, Tainan, Taiwan, June 7-10, 2023, Proceedings (IWOCA 2023), Lecture Notes in Computer Science, Vol 13889, pp.259-270, Jun 2023.

Flow classification for network security using P4-based Programmable Data Plane switches.

Aniswar S. Krishnan, Krishna Moorthy Sivalingam, Gauravdeep Shami, Marc Lyonnais, Rodney Wilson
Appeared in 9th IEEE International Conference on Network Softwarization, NetSoft 2023, Madrid, Spain, June 19-23, 2023, pp.374-379, Jun 2023.

Brief Announcement: Local Problems in the SUPPORTED Model.

Akanksha Agrawal, John Augustine, David Peleg, Srikkanth Ramachandran
Appeared in Proceedings of the 2023 ACM Symposium on Principles of Distributed Computing, PODC 2023, Orlando, FL, USA, June 19-23, 2023 (PODC 2023), pp.172-175, Jun 2023.

Gathering of Anonymous Agents.

Arnhav Datar, Nischith Shadagopan M. N, John Augustine
Appeared in Proceedings of the 2023 International Conference on Autonomous Agents and Multiagent Systems, AAMAS 2023, London, United Kingdom, 29 May 2023 - 2 June 2023 (AAMAS 2023), pp.1457-1465, Jun 2023.

Physics-Informed Model-Based Reinforcement Learning.

Adithya Ramesh, Balaraman Ravindran
Appeared in Learning for Dynamics and Control Conference, L4DC 2023, 15-16 June 2023, Philadelphia, PA, USA., Proceedings of Machine Learning Research, Vol 211, pp.26-37, Jun 2023.

Matching Options to Tasks using Option-Indexed Hierarchical Reinforcement Learning.

Kushal Chauhan, Soumya Chatterjee , Akash Reddy, Aniruddha S, Balaraman Ravindran, Pradeep Shenoy
Appeared in Proceedings of the 2023 International Conference on Autonomous Agents and Multiagent Systems, AAMAS 2023, London, United Kingdom, 29 May 2023 - 2 June 2023 (AAMAS 2023), pp.2631-2633, Jun 2023.

RL-based Virtual Network Embedding using VNF Sharing for Network Slicing in 5G Networks.

Arihant Samar, Krishna Moorthy Sivalingam
Appeared in NOMS 2023, IEEE/IFIP Network Operations and Management Symposium, Miami, FL, USA, May 8-12, 2023 (NOMS 2023), pp.1-7, May 2023.

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.

Public Key Encryption with Secure Key Leasing.

Shweta Agrawal, Fuyuki Kitagawa, Ryo Nishimaki, Shota Yamada , Takashi Yamakawa
Appeared in Advances in Cryptology - EUROCRYPT 2023 - 42nd Annual International Conference on the Theory and Applications of Cryptographic Techniques, Lyon, France, April 23-27, 2023, Proceedings, Part I (EUROCRYPT 2023), Lecture Notes in Computer Science, Vol 14004, pp.581-610, Apr 2023.

Broadcast, Trace and Revoke with Optimal Parameters from Polynomial Hardness.

Shweta Agrawal, Simran Kumari, Anshu Yadav, Shota Yamada
Appeared in Advances in Cryptology - EUROCRYPT 2023 - 42nd Annual International Conference on the Theory and Applications of Cryptographic Techniques, Lyon, France, April 23-27, 2023, Proceedings, Part III (EUROCRYPT 2023), Lecture Notes in Computer Science, Vol 14006, pp.605-636, Apr 2023.

Finite time analysis of temporal difference learning with linear function approximation: Tail averaging and regularisation.

Gandharv Patil, L A Prashanth, Dheeraj Nagaraj, Doina Precup
Appeared in International Conference on Artificial Intelligence and Statistics, 25-27 April 2023, Palau de Congressos, Valencia, Spain., Proceedings of Machine Learning Research, Vol 206, pp.5438-5448, Apr 2023.

Generalized Simultaneous Perturbation Stochastic Approximation with Reduced Estimator Bias.

Shalabh Bhatnagar, L A Prashanth
Appeared in 57th Annual Conference on Information Sciences and Systems, CISS 2023, Baltimore, MD, USA, March 22-24, 2023 (CISS 2023), pp.1-6, Mar 2023.

Two Ways to Scare a Gruffalo.

Shikha Singh, Kamal Lodaya, Deepak Khemani
Appeared in Logic and Its Applications - 10th Indian Conference, ICLA 2023, Indore, India, March 3-5, 2023, Proceedings (ICLA 2023), Lecture Notes in Computer Science, Vol 13963, pp.48-67, Mar 2023.

Clustering What Matters: Optimal Approximation for Clustering with Outliers.

Akanksha Agrawal, Tanmay Inamdar , Saket Saurabh , Jie Xue
Appeared in Thirty-Seventh AAAI Conference on Artificial Intelligence, AAAI 2023, Thirty-Fifth Conference on Innovative Applications of Artificial Intelligence, IAAI 2023, Thirteenth Symposium on Educational Advances in Artificial Intelligence, EAAI 2023, Washington, DC, USA, February 7-14, 2023, pp.6666-6674, Feb 2023.

IndicSUPERB: A Speech Processing Universal Performance Benchmark for Indian Languages.

Tahir Javed, Kaushal Santosh Bhogale, Abhigyan Raman, Pratyush Kumar, Anoop Kunchukuttan, Mitesh Khapra
Appeared in Thirty-Seventh AAAI Conference on Artificial Intelligence, AAAI 2023, Thirty-Fifth Conference on Innovative Applications of Artificial Intelligence, IAAI 2023, Thirteenth Symposium on Educational Advances in Artificial Intelligence, EAAI 2023, Washington, DC, USA, February 7-14, 2023, pp.12942-12950, Feb 2023.

Clustering what Matters: Optimal Approximation for Clustering with Outliers.

Akanksha Agrawal, Tanmay Inamdar , Saket Saurabh , Jie Xue
Appeared in J. Artif. Intell. Res., Vol 78, pp.143-166, 2023.

A Deep-Learning-Based Lightweight Model for Ship Localizations in SAR Images.

Shovakar Bhattacharjee, Palanisamy Shanmugam, Sukhendu Das
Appeared in IEEE Access, Vol 11, pp.94415-94427, 2023.

Attribute-Based Multi-Input FE (and more) for Attribute-Weighted Sums.

Shweta Agrawal, Junichi Tomida, Anshu Yadav
Appeared in IACR Cryptol. ePrint Arch., Vol 2023, pp.1191, 2023.

Parameterised Counting in Logspace.

Anselm Haak, Arne Meier, Om Prakash , B. V. Raghavendra Rao
Appeared in Algorithmica, Vol 85, pp.2923-2961, 2023.

Parameterized Complexity of Minimum Membership Dominating Set.

Akanksha Agrawal, Pratibha Choudhary, N.S. Narayanaswamy, K. K. Nisha, Vijayaragunathan Ramamoorthi
Appeared in Algorithmica, Vol 85, pp.3430-3452, 2023.

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Department of Computer Science & Engineering

Indian Institute of Technology Madras, Chennai, India.