Research Publications -@ CSE-IITM

Publications by the members of CSE Department :

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

Santhini K. A., Govind S. Sankar, 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.

Fast Exact Algorithms for Survivable Network Design with Uniform Requirements.

Akanksha Agrawal, Pranabendu Misra, Fahad Panolan, Saket Saurabh
Appeared in Algorithmica, Vol 84, pp.2622-2641, 2022.

Parameterized Complexity of Maximum Edge Colorable Subgraph.

Akanksha Agrawal, Madhumita Kundu, Abhishek Sahu, Saket Saurabh , Prafullkumar Tale
Appeared in Algorithmica, Vol 84, pp.3075-3100, 2022.

Building the SHAKTI microprocessor.

V. Kamakoti
Appeared in Commun. ACM, Vol 65, pp.48-51, 2022.

Analysis of Citrus Diseases and Classification Based on Deep Learning Models.

Shailesh Gondal, Shweta Agrawal, Anil Kumar
Appeared in J. Uncertain Syst., Vol 15, pp.2241010:1-2241010:17, 2022.

Cryptanalysis of Boyen's attribute-based encryption scheme in TCC 2013.

Shweta Agrawal, Rajarshi Biswas, Ryo Nishimaki, Keita Xagawa, Xiang Xie, Shota Yamada
Appeared in Des. Codes Cryptogr., Vol 90, pp.2301-2318, 2022.

Round Optimal Blind Signatures: Short Signatures with Post-Quantum Blindness.

Shweta Agrawal, Jung Hee Cheon, Hyeongmin Choe, Damien Stehl, Anshu Yadav
Appeared in IACR Cryptol. ePrint Arch., Vol 2022, pp.910, 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.

Cloud-based bug tracking software defects analysis using deep learning.

Tao Hai, Jincheng Zhou, Ning Li, Sanjiv Kumar Jain, Shweta Agrawal, Imed Ben Dhaou
Appeared in J. Cloud Comput., Vol 11, pp.32, 2022.

BVFLEMR: an integrated federated learning and blockchain technology for cloud-based medical records recommendation system.

Tao Hai, Jincheng Zhou, S. R. Srividhya, Sanjiv Kumar Jain, Praise Young, Shweta Agrawal
Appeared in J. Cloud Comput., Vol 11, pp.22, 2022.

Multi-Interval DomLock: Toward Improving Concurrency in Hierarchies.

M. A. Anju, Rupesh Nasre
Appeared in ACM Trans. Parallel Comput., Vol 9, pp.12:1-12:27, 2022.

${{\sf Colosseum}}$Colosseum: Regression Test Prioritization by Delta Displacement in Test Coverage.

Shouvick Mondal, Rupesh Nasre
Appeared in IEEE Trans. Software Eng., Vol 48, pp.4060-4073, 2022.

Scaling the Maximum Flow Computation on GPUs.

Jash Khatri, Arihant Samar, Bikash Behera, Rupesh Nasre
Appeared in Int. J. Parallel Program., Vol 50, pp.515-561, 2022.

Risk-Sensitive Reinforcement Learning via Policy Gradient Search.

L A Prashanth, Michael C. Fu
Appeared in Found. Trends Mach. Learn., Vol 15, pp.537-693, 2022.

5G Network Management System With Machine Learning Based Analytics.

Madanagopal Ramachandran, T. Archana, V. Deepika, A. Arjun Kumar, Krishna Moorthy Sivalingam
Appeared in IEEE Access, Vol 10, pp.73610-73622, 2022.

Balanced Allocation: Patience Is Not a Virtue.

John Augustine, William K. Moses Jr., Amanda Redlich, Eli Upfal
Appeared in SIAM J. Comput., Vol 51, pp.1743-1768, 2022.

On the Effects of Transmit Power Control on Multi Carrier LAA-WiFi Coexistence.

Himanshu Kushwaha, Vijeth J. Kotagi, C. Siva Ram Murthy
Appeared in IEEE Trans. Sustain. Comput., Vol 7, pp.656-667, 2022.

A Reliability-Aware, Delay Guaranteed, and Resource Efficient Placement of Service Function Chains in Softwarized 5G Networks.

Prabhu Kaliyammal Thiruvasagam, Vijeth J. Kotagi, C. Siva Ram Murthy
Appeared in IEEE Trans. Cloud Comput., Vol 10, pp.1515-1531, 2022.

Video captioning using Semantically Contextual Generative Adversarial Network.

Hemalatha Munusamy, C. Chandra Sekhar
Appeared in Comput. Vis. Image Underst., Vol 221, pp.103453, 2022.

AI and data science centers in top Indian academic institutions.

Balaraman Ravindran, Sunita Sarawagi, Aditi Jain
Appeared in Commun. ACM, Vol 65, pp.94-97, 2022.

On the role of question encoder sequence model in robust visual question answering.

Gouthaman KV, Anurag Mittal
Appeared in Pattern Recognit., Vol 131, pp.108883, 2022.

Co-segmentation inspired attention module for video-based computer vision tasks.

Arulkumar Subramaniam, Jayesh Vaidya, Muhammed Abdul Majeed Ameen, Athira M. Nambiar, Anurag Mittal
Appeared in Comput. Vis. Image Underst., Vol 223, pp.103532, 2022.

Parameter Analysis for Guarding Terrains.

Akanksha Agrawal, Sudeshna Kolay, Meirav Zehavi
Appeared in Algorithmica, Vol 84, pp.961-981, 2022.

A Fixed-Parameter Tractable Algorithm for Elimination Distance to Bounded Degree Graphs.

Akanksha Agrawal, Lawqueen Kanesh, Fahad Panolan, M. S. Ramanujan , Saket Saurabh
Appeared in SIAM J. Discret. Math., Vol 36, pp.911-921, 2022.

Deleting, Eliminating and Decomposing to Hereditary Classes Are All FPT-Equivalent.

Akanksha Agrawal, Lawqueen Kanesh, Daniel Lokshtanov, Fahad Panolan, M. S. Ramanujan , Saket Saurabh , Meirav Zehavi
Appeared in Proceedings of the 2022 ACM-SIAM Symposium on Discrete Algorithms, SODA 2022, Virtual Conference / Alexandria, VA, USA, January 9 - 12, 2022 (SODA 2022), pp.1976-2004, Jan 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.

ParTBC: Faster Estimation of Top-kBetweenness Centrality Vertices on GPU.

Somesh Singh, Tejas Shah, Rupesh Nasre
Appeared in ACM Trans. Design Autom. Electr. Syst., Vol 27, pp.12:1-12:25, 2022.

Samanantar: The Largest Publicly Available Parallel Corpora Collection for 11 Indic Languages.

Gowtham Ramesh, Sumanth Doddapaneni, Aravinth Bheemaraj, Mayank Jobanputra, Raghavan AK, Ajitesh Sharma, Sujit Sahoo, Harshita Diddee, Mahalakshmi J, Divyanshu Kakwani, Navneet Kumar, Aswin Pradeep, Srihari Nagaraj, Deepak Kumar, Vivek Raghavan, Anoop Kunchukuttan, Pratyush Kumar, Mitesh Shantadevi Khapra
Appeared in Trans. Assoc. Comput. Linguistics, Vol 10, pp.145-162, 2022.

Accelerating Computation of Steiner Trees on GPUs.

Rajesh Pandian Muniasamy, Rupesh Nasre, N.S. Narayanaswamy
Appeared in Int. J. Parallel Program., Vol 50, pp.152-185, 2022.

Delegated Anonymous Credentials With Revocation Capability for IoT Service Chains (DANCIS).

Sandeep Kiran Pinjala, S. Sree Vivek, Krishna Moorthy Sivalingam
Appeared in IEEE Internet Things J., Vol 9, pp.3729-3742, 2022.

A minimal resource high-speed routing lookup mechanism for servers with NetFPGAs.

Ganesh Chennimala Sankaran, Krishna Moorthy Sivalingam
Appeared in Trans. Emerg. Telecommun. Technol., Vol 33, 2022.

Latency, capacity, and distributed minimum spanning trees.

John Augustine, Seth Gilbert, Fabian Kuhn, Peter Robinson , Suman Sourav
Appeared in J. Comput. Syst. Sci., Vol 126, pp.1-20, 2022.

Isomorphism testing of read-once functions and polynomials.

B. V. Raghavendra Rao, Jayalal Sarma
Appeared in Inf. Comput., Vol 285, pp.104921, 2022.

On pure space vs catalytic space.

Sagar Bisoyi, Krishnamoorthy Dinesh , Jayalal Sarma
Appeared in Theor. Comput. Sci., Vol 921, pp.112-126, 2022.

Cross Technology Distributed MIMO for Low Power IoT.

Revathy Narayanan, Swarun Kumar, C. Siva Ram Murthy
Appeared in IEEE Trans. Mob. Comput., Vol 21, pp.1609-1624, 2022.

FORTIFY: Analytical Pre-Silicon Side-Channel Characterization of Digital Designs.

A. V. Lakshmy, Chester Rebeiro, Swarup Bhunia
Appeared in 27th Asia and South Pacific Design Automation Conference, ASP-DAC 2022, Taipei, Taiwan, January 17-20, 2022, pp.660-665, Jan 2022.

Avatar: Reinforcing Fault Attack Countermeasures in EDA with Fault Transformations.

Prithwish Basu Roy, Patanjali SLPSK, Chester Rebeiro
Appeared in 27th Asia and South Pacific Design Automation Conference, ASP-DAC 2022, Taipei, Taiwan, January 17-20, 2022, pp.417-422, Jan 2022.

Single Shot Corrective CNN for Anatomically Correct 3D Hand Pose Estimation.

Joseph H. R. Isaac, Manivannan Muniyandi, Balaraman Ravindran
Appeared in Frontiers Artif. Intell., Vol 5, pp.759255, 2022.

Scalable multi-product inventory control with lead time constraints using reinforcement learning.

Hardik Meisheri, Nazneen N. Sultana, Mayank Baranwal, Vinita Baniwal, Somjit Nath, Satyam Verma, Balaraman Ravindran, Harshad Khadilkar
Appeared in Neural Comput. Appl., Vol 34, pp.1735-1757, 2022.

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Department of Computer Science & Engineering

Indian Institute of Technology Madras, Chennai, India.