Research Publications -@ CSE-IITM

Publications by the members of CSE Department :

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Fine-grained complexity of rainbow coloring and its variants.

Akanksha Agrawal
Appeared in J. Comput. Syst. Sci., Vol 124, pp.140-158, 2022.

BOLD: an ontology-based log debugger for C programs.

Dileep Kumar Pattipati, Rupesh Nasre, P. Sreenivasa Kumar
Appeared in Autom. Softw. Eng., Vol 29, pp.2, 2022.

Solving TC-type AWPs using external knowledge & learning.

Suresh Kumar, P. Sreenivasa Kumar
Appeared in CODS-COMAD 2022: 5th Joint International Conference on Data Science & Management of Data (9th ACM IKDD CODS and 27th COMAD), Bangalore, India, January 8 - 10, 2022, pp.286-287, Jan 2022.

Efficient failure recovery techniques for segment-routed networks.

Anix Anbiah, Krishna Moorthy Sivalingam
Appeared in Comput. Commun., Vol 182, pp.1-12, 2022.

FadingBF: A Bloom Filter With Consistent Guarantees for Online Applications.

Prasanna Karthik Vairam, Pratyush Kumar, Chester Rebeiro, V. Kamakoti
Appeared in IEEE Trans. Computers, Vol 71, pp.40-52, 2022.

Smooth Imitation Learning via Smooth Costs and Smooth Policies.

Sapana Chaudhary, Balaraman Ravindran
Appeared in CODS-COMAD 2022: 5th Joint International Conference on Data Science & Management of Data (9th ACM IKDD CODS and 27th COMAD), Bangalore, India, January 8 - 10, 2022, pp.63-71, Jan 2022.

Automated Incident Location Identification for EMS from Ambulance Geospatial Data.

Sruthikeerthi Nandita, Goutham Zampani, Gokul S. Krishnan, Gitakrishnan Ramadurai, Balaraman Ravindran
Appeared in CODS-COMAD 2022: 5th Joint International Conference on Data Science & Management of Data (9th ACM IKDD CODS and 27th COMAD), Bangalore, India, January 8 - 10, 2022, pp.162-168, Jan 2022.

An Active Learning Framework for Efficient Robust Policy Search.

Sai Kiran Narayanaswami, Nandan Sudarsanam, Balaraman Ravindran
Appeared in CODS-COMAD 2022: 5th Joint International Conference on Data Science & Management of Data (9th ACM IKDD CODS and 27th COMAD), Bangalore, India, January 8 - 10, 2022, pp.1-9, Jan 2022.

Distributed Graph Realizations.

John Augustine, Keerti Choudhary, Avi Cohen, David Peleg, Sumathi S, Suman Sourav
Appeared in IEEE Trans. Parallel Distributed Syst., Vol 33, pp.1321-1337, 2022.

G3AN++: exploring wide GANs with complementary feature learning for video generation.

Sonam Gupta, Arti Keshari, Sukhendu Das
Appeared in ICVGIP '21: Indian Conference on Computer Vision, Graphics and Image Processing, Jodhpur, India, December 19 - 22, 2021, pp.23:1-23:9, Dec 2021.

Popular Matchings in the Hospital-Residents Problem with Two-Sided Lower Quotas.

Meghana Nasre, Prajakta Nimbhorkar, Keshav Ranjan, Ankita Sarkar
Appeared in 41st IARCS Annual Conference on Foundations of Software Technology and Theoretical Computer Science, FSTTCS 2021, December 15-17, 2021, Virtual Conference. (FSTTCS 2021), LIPIcs, Vol 213, pp.30:1-30:21, Dec 2021.

Tabla Gharana Recognition from Audio music recordings of Tabla Solo performances.

R. Gowriprasad., V. Venkatesh, Hema A. Murthy, R. Aravind , K. Sri Rama Murty
Appeared in Proceedings of the 22nd International Society for Music Information Retrieval Conference, ISMIR 2021, Online, November 7-12, 2021 (ISMIR 2021), pp.547-554, Nov 2021.

A Causal Approach for Unfair Edge Prioritization and Discrimination Removal.

Pavan Ravishankar, Pranshu Malviya, Balaraman Ravindran
Appeared in Asian Conference on Machine Learning, ACML 2021, 17-19 November 2021, Virtual Event. (ACML 2021), Proceedings of Machine Learning Research, Vol 157, pp.518-533, Nov 2021.

Metric Learning for comparison of HMMs using Graph Neural Networks.

Rajan Kumar Soni, Karthick Seshadri, Balaraman Ravindran
Appeared in Asian Conference on Machine Learning, ACML 2021, 17-19 November 2021, Virtual Event. (ACML 2021), Proceedings of Machine Learning Research, Vol 157, pp.1365-1380, Nov 2021.

Multi-Party Functional Encryption.

Shweta Agrawal, Rishab Goyal, Junichi Tomida
Appeared in Theory of Cryptography - 19th International Conference, TCC 2021, Raleigh, NC, USA, November 8-11, 2021, Proceedings, Part II (TCC 2021), Lecture Notes in Computer Science, Vol 13043, pp.224-255, Nov 2021.

Perturbation CheckLists for Evaluating NLG Evaluation Metrics.

Ananya B. Sai, Tanay Dixit, Dev Yashpal Sheth, Sreyas Mohan, Mitesh Khapra
Appeared in Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, EMNLP 2021, Virtual Event / Punta Cana, Dominican Republic, 7-11 November, 2021 (EMNLP 2021), pp.7219-7234, Nov 2021.

Brief Announcement: Automating and Mechanising Cutoff Proofs for Parameterized Verification of Distributed Protocols.

Shreesha G. Bhat, Kartik Nagar
Appeared in 35th International Symposium on Distributed Computing, DISC 2021, October 4-8, 2021, Freiburg, Germany (Virtual Conference). (DISC 2021), LIPIcs, Vol 209, pp.48:1-48:4, Oct 2021.

A Polynomial Kernel for Deletion to Ptolemaic Graphs.

Akanksha Agrawal, Aditya Anand, Saket Saurabh
Appeared in 16th International Symposium on Parameterized and Exact Computation, IPEC 2021, September 8-10, 2021, Lisbon, Portugal. (IPEC 2021), LIPIcs, Vol 214, pp.1:1-1:15, Sep 2021.

Refuting FPT Algorithms for Some Parameterized Problems Under Gap-ETH.

Akanksha Agrawal, Ravi Kiran Allumalla, Varun Teja Dhanekula
Appeared in 16th International Symposium on Parameterized and Exact Computation, IPEC 2021, September 8-10, 2021, Lisbon, Portugal. (IPEC 2021), LIPIcs, Vol 214, pp.2:1-2:12, Sep 2021.

Towards Richer Realizations of Holographic CBR.

Renganathan Subramanian, Devi Ganesan, Deepak P , Sutanu Chakraborti
Appeared in Case-Based Reasoning Research and Development - 29th International Conference, ICCBR 2021, Salamanca, Spain, September 13-16, 2021, Proceedings (ICCBR 2021), Lecture Notes in Computer Science, Vol 12877, pp.201-215, Sep 2021.

Revisiting Fast and Slow Thinking in Case-Based Reasoning.

Srashti Kaurav, Devi Ganesan, Deepak P , Sutanu Chakraborti
Appeared in Case-Based Reasoning Research and Development - 29th International Conference, ICCBR 2021, Salamanca, Spain, September 13-16, 2021, Proceedings (ICCBR 2021), Lecture Notes in Computer Science, Vol 12877, pp.110-124, Sep 2021.

ConnExt-BioBERT: Leveraging Transfer Learning for Brain-Connectivity Extraction from Neuroscience Articles.

Ashika Sharma, Jaikishan Jayakumar, Namrata Sankaran, Partha P. Mitra, Sutanu Chakraborti, P. Sreenivasa Kumar
Appeared in Brain Informatics - 14th International Conference, BI 2021, Virtual Event, September 17-19, 2021, Proceedings (BI 2021), Lecture Notes in Computer Science, Vol 12960, pp.235-244, Sep 2021.

Deniable Fully Homomorphic Encryption from Learning with Errors.

Shweta Agrawal, Shafi Goldwasser, Saleet Mossel
Appeared in Advances in Cryptology - CRYPTO 2021 - 41st Annual International Cryptology Conference, CRYPTO 2021, Virtual Event, August 16-20, 2021, Proceedings, Part II (CRYPTO 2021), Lecture Notes in Computer Science, Vol 12826, pp.641-670, Aug 2021.

Functional Encryption for Turing Machines with Dynamic Bounded Collusion from LWE.

Shweta Agrawal, Monosij Maitra, Narasimha Sai Vempati, Shota Yamada
Appeared in Advances in Cryptology - CRYPTO 2021 - 41st Annual International Cryptology Conference, CRYPTO 2021, Virtual Event, August 16-20, 2021, Proceedings, Part IV (CRYPTO 2021), Lecture Notes in Computer Science, Vol 12828, pp.239-269, Aug 2021.

Secure Computation from One-Way Noisy Communication, or: Anti-correlation via Anti-concentration.

Shweta Agrawal, Yuval Ishai, Eyal Kushilevitz, Varun Narayanan, Manoj Prabhakaran, Vinod M. Prabhakaran, Alon Rosen
Appeared in Advances in Cryptology - CRYPTO 2021 - 41st Annual International Cryptology Conference, CRYPTO 2021, Virtual Event, August 16-20, 2021, Proceedings, Part II (CRYPTO 2021), Lecture Notes in Computer Science, Vol 12826, pp.124-154, Aug 2021.

Multi-input Quadratic Functional Encryption from Pairings.

Shweta Agrawal, Rishab Goyal, Junichi Tomida
Appeared in Advances in Cryptology - CRYPTO 2021 - 41st Annual International Cryptology Conference, CRYPTO 2021, Virtual Event, August 16-20, 2021, Proceedings, Part IV (CRYPTO 2021), Lecture Notes in Computer Science, Vol 12828, pp.208-238, Aug 2021.

Budgeted Dominating Sets in Uncertain Graphs.

Keerti Choudhary, Avi Cohen, N.S. Narayanaswamy, David Peleg, Vijayaragunathan
Appeared in 46th International Symposium on Mathematical Foundations of Computer Science, MFCS 2021, August 23-27, 2021, Tallinn, Estonia. (MFCS 2021), LIPIcs, Vol 202, pp.32:1-32:22, Aug 2021.

Matchings with Group Fairness Constraints: Online and Offline Algorithms.

Govind S. Sankar, Anand Louis, Meghana Nasre, Prajakta Nimbhorkar
Appeared in Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, IJCAI 2021, Virtual Event / Montreal, Canada, 19-27 August 2021. (IJCAI 2021), pp.377-383, Aug 2021.

Semi-Supervised Deep Learning for Multiplex Networks.

Anasua Mitra, Priyesh Vijayan, Sanasam Ranbir Singh, Diganta Goswami, Srinivasan Parthasarathy , Balaraman Ravindran
Appeared in KDD '21: The 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Virtual Event, Singapore, August 14-18, 2021, pp.1234-1244, Aug 2021.

RePReL: Integrating Relational Planning and Reinforcement Learning for Effective Abstraction.

Harsha Kokel, Arjun Manoharan, Sriraam Natarajan, Balaraman Ravindran, Prasad Tadepalli
Appeared in Proceedings of the Thirty-First International Conference on Automated Planning and Scheduling, ICASP 2021, Guangzhou, China (virtual), August 2-13, 2021 (ICASP 2021), pp.533-541, Aug 2021.

Machine Learning based Flow Classification in DCNs using P4 Switches.

Radhakrishna Rajaram Kamath, Krishna Moorthy Sivalingam
Appeared in 30th International Conference on Computer Communications and Networks, ICCCN 2021, Athens, Greece, July 19-22, 2021 (ICCCN 2021), pp.1-10, Jul 2021.

Byzantine Agreement and Leader Election: From Classical to the Modern.

John Augustine, Anisur Rahaman Molla, Gopal Pandurangan
Appeared in PODC '21: ACM Symposium on Principles of Distributed Computing, Virtual Event, Italy, July 26-30, 2021, pp.569-571, Jul 2021.

Dynamic Complexity of Expansion.

Samir Datta, Anuj Tawari, Yadu Vasudev
Appeared in Computer Science - Theory and Applications - 16th International Computer Science Symposium in Russia, CSR 2021, Sochi, Russia, June 28 - July 2, 2021, Proceedings (CSR 2021), Lecture Notes in Computer Science, Vol 12730, pp.56-77, Jul 2021.

Limitations of Sums of Bounded Read Formulas and ABPs.

Purnata Ghosal, B. V. Raghavendra Rao
Appeared in Computer Science - Theory and Applications - 16th International Computer Science Symposium in Russia, CSR 2021, Sochi, Russia, June 28 - July 2, 2021, Proceedings (CSR 2021), Lecture Notes in Computer Science, Vol 12730, pp.147-169, Jul 2021.

Efficient Space-Time Video Super Resolution Using Low-Resolution Flow and Mask Upsampling.

Saikat Dutta , Nisarg A. Shah, Anurag Mittal
Appeared in IEEE Conference on Computer Vision and Pattern Recognition Workshops, CVPR Workshops 2021, virtual, June 19-25, 2021, pp.314-323, Jun 2021.

Repairing serializability bugs in distributed database programs via automated schema refactoring.

Kia Rahmani, Kartik Nagar, Benjamin Delaware, Suresh Jagannathan
Appeared in PLDI '21: 42nd ACM SIGPLAN International Conference on Programming Language Design and Implementation, Virtual Event, Canada, June 20-25, 20211., pp.32-47, Jun 2021.

Retrofitting effect handlers onto OCaml.

K. C. Sivaramakrishnan, Stephen Dolan, Leo White, Tom Kelly, Sadiq Jaffer, Anil Madhavapeddy
Appeared in PLDI '21: 42nd ACM SIGPLAN International Conference on Programming Language Design and Implementation, Virtual Event, Canada, June 20-25, 20211., pp.206-221, Jun 2021.

Thinking Fast and Slow: A CBR Perspective.

Srashti Kaurav, Devi Ganesan, Deepak P , Sutanu Chakraborti
Appeared in Proceedings of the Thirty-Fourth International Florida Artificial Intelligence Research Society Conference, North Miami Beach, Florida, USA, May 17-19, 2021., May 2021.

Efficient Distributed Algorithms in the k-machine model via PRAM Simulations.

John Augustine, Kishore Kothapalli, Gopal Pandurangan
Appeared in 35th IEEE International Parallel and Distributed Processing Symposium, IPDPS 2021, Portland, OR, USA, May 17-21, 2021 (IPDPS 2021), pp.223-232, May 2021.

GrabQC: Graph Based Query Contextualization for Automated ICD Coding.

Jeshuren Chelladurai, Sudarsun Santhiappan, Balaraman Ravindran
Appeared in Advances in Knowledge Discovery and Data Mining - 25th Pacific-Asia Conference, PAKDD 2021, Virtual Event, May 11-14, 2021, Proceedings, Part I (PAKDD 2021), Lecture Notes in Computer Science, Vol 12712, pp.225-237, May 2021.

SEERL: Sample Efficient Ensemble Reinforcement Learning.

Rohan Saphal, Balaraman Ravindran, Dheevatsa Mudigere, Sasikanth Avancha, Bharat Kaul
Appeared in AAMAS '21: 20th International Conference on Autonomous Agents and Multiagent Systems, Virtual Event, United Kingdom, May 3-7, 2021., pp.1100-1108, May 2021.

Reinforcement Learning for Unified Allocation and Patrolling in Signaling Games with Uncertainty.

Aravind Venugopal, Elizabeth Bondi, Harshavardhan Kamarthi, Keval Dholakia, Balaraman Ravindran, Milind Tambe
Appeared in AAMAS '21: 20th International Conference on Autonomous Agents and Multiagent Systems, Virtual Event, United Kingdom, May 3-7, 2021., pp.1353-1361, May 2021.

Latency-aware and Survivable Mapping of VNFs in 5G Network Edge Cloud.

Prabhu Kaliyammal Thiruvasagam, Abhishek Chakraborty , C. Siva Ram Murthy
Appeared in 17th International Conference on the Design of Reliable Communication Networks, DRCN 2021, Milan, Italy, April 19-22, 2021 (DRCN 2021), pp.1-8, Apr 2021.

Summary of Hansie: Hybrid and consensus regression test prioritization.

Shouvick Mondal, Rupesh Nasre
Appeared in 14th IEEE Conference on Software Testing, Verification and Validation, ICST 2021, Porto de Galinhas, Brazil, April 12-16, 2021 (ICST 2021), pp.278-280, Apr 2021.

An FPT Algorithm for Elimination Distance to Bounded Degree Graphs.

Akanksha Agrawal, Lawqueen Kanesh, Fahad Panolan, M. S. Ramanujan , Saket Saurabh
Appeared in 38th International Symposium on Theoretical Aspects of Computer Science, STACS 2021, March 16-19, 2021, Saarbrcken, Germany (Virtual Conference). (STACS 2021), LIPIcs, Vol 187, pp.5:1-5:11, Mar 2021.

Parameterised Counting in Logspace.

Anselm Haak, Arne Meier, Om Prakash , B. V. Raghavendra Rao
Appeared in 38th International Symposium on Theoretical Aspects of Computer Science, STACS 2021, March 16-19, 2021, Saarbrcken, Germany (Virtual Conference). (STACS 2021), LIPIcs, Vol 187, pp.40:1-40:17, Mar 2021.

On the Computational Power of Programs over BA2Monoid.

Manasi S. Kulkarni, Jayalal Sarma, Janani Sundaresan
Appeared in Language and Automata Theory and Applications - 15th International Conference, LATA 2021, Milan, Italy, March 1-5, 2021, Proceedings (LATA 2021), Lecture Notes in Computer Science, Vol 12638, pp.29-40, Mar 2021.

Semi-Supervised Metric Learning: A Deep Resurrection.

Ujjal Kr Dutta, Mehrtash Harandi, C. Chandra Sekhar
Appeared in Thirty-Fifth AAAI Conference on Artificial Intelligence, AAAI 2021, Thirty-Third Conference on Innovative Applications of Artificial Intelligence, IAAI 2021, The Eleventh Symposium on Educational Advances in Artificial Intelligence, EAAI 2021, Virtual Event, February 2-9, 2021, pp.7279-7287, Feb 2021.

FuSeConv: Fully Separable Convolutions for Fast Inference on Systolic Arrays.

Surya Selvam, Vinod Ganesan, Pratyush Kumar
Appeared in Design, Automation & Test in Europe Conference & Exhibition, DATE 2021, Grenoble, France, February 1-5, 2021 (DATE 2021), pp.651-656, Feb 2021.

Estimation of Spectral Risk Measures.

Ajay Kumar Pandey, L A Prashanth, Sanjay P. Bhat
Appeared in Thirty-Fifth AAAI Conference on Artificial Intelligence, AAAI 2021, Thirty-Third Conference on Innovative Applications of Artificial Intelligence, IAAI 2021, The Eleventh Symposium on Educational Advances in Artificial Intelligence, EAAI 2021, Virtual Event, February 2-9, 2021, pp.12166-12173, Feb 2021.

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Department of Computer Science & Engineering

Indian Institute of Technology Madras, Chennai, India.