RePReL: a unified framework for integrating relational planning and reinforcement learning for effective abstraction in discrete and continuous domains.
Computing Square Colorings on Bounded-Treewidth and Planar Graphs.
Akanksha Agrawal, Dniel Marx, Daniel Neuen, Jasper Slusallek
Appeared in
Proceedings of the 2023 ACM-SIAM Symposium on Discrete Algorithms, SODA 2023, Florence, Italy, January 22-25, 2023 (SODA 2023),
pp.2087-2110, Jan 2023.
Modeling Tradeoffs Using Preference-Based Feedback in Session-Based Recommender Systems.
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.
Revisiting Anwesha: Enhancing Personalised and Natural Search in Bangla.
Arup Das, Joyojyoti Acharya, Bibekananda Kundu, Sutanu Chakraborti
Appeared in
Proceedings of the 19th International Conference on Natural Language Processing, ICON 2022, New Delhi, India, December 15-18, 2022 (ICON 2022),
pp.183-193, Dec 2022.
Energy-Efficient Computation Offloading in 6G Space-Air-Ground Integrated Networks.
Sriharsha Chigullapally, C. Siva Ram Murthy
Appeared in
IEEE International Conference on Advanced Networks and Telecommunications Systems, ANTS 2022, Gandhinagar, Gujarat, India, December 18-21, 2022 (ANTS 2022),
pp.1-6, Dec 2022.
On the Interpretability of Attention Networks.
Lakshmi Narayan Pandey, Rahul Vashisht, Harish Guruprasad
Appeared in
Asian Conference on Machine Learning, ACML 2022, 12-14 December 2022, Hyderabad, India. (ACML 2022),
Proceedings of Machine Learning Research, Vol 189, pp.832-847, Dec 2022.
Controllable Image Synthesis via Feature Mask Coupling using Implicit Neural Representationā±.
Sonam Gupta, Arti Keshari, Sukhendu Das
Appeared in
Proceedings of the Thirteenth Indian Conference on Computer Vision, Graphics and Image Processing, ICVGIP 2022, Gandhinagar, India, December 8-10, 2022 (ICVGIP 2022),
pp.45:1-45:9, Dec 2022.
Randomized Byzantine Gathering in Rings.
John Augustine, Arnhav Datar, Nischith Shadagopan
Appeared in
26th International Conference on Principles of Distributed Systems, OPODIS 2022, December 13-15, 2022, Brussels, Belgium. (OPODIS 2022),
LIPIcs, Vol 253, pp.13:1-13:16, Dec 2022.
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.
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.
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.
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.
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.