Publications

2025

2025

  1. ICLR
    Beyond Mere Token Analysis: A Hypergraph Metric Space Framework for Defending Against Socially Engineered LLM Attacks
    Manohar Kaul, Aditya Saibewar, and Sadbhavana Babar
    In The Thirteenth International Conference on Learning Representations, 2025
  2. ICLR
    EFFICIENT JAILBREAK ATTACK SEQUENCES ON LARGE LANGUAGE MODELS VIA MULTI-ARMED BANDIT-BASED CONTEXT SWITCHING
    Aditya Ramesh, Shivam Bhardwaj, Aditya Saibewar, and Manohar Kaul
    In The Thirteenth International Conference on Learning Representations, 2025
  3. NAACL
    SafeQuant: LLM Safety Analysis via Quantized Gradient Inspection
    Sindhu Padakandla, Sadbhavana Babar, Rathod Darshan D, and Manohar Kaul
    In The 2025 Annual Conference of the Nations of the Americas Chapter of the ACL, 2025
  4. WACV
    Learning Semantic Part-Based Graph Structure for 3D Point Cloud Domain Generalization
    G Ujwal Sai, Arkadipta De, Vartika Sengar, Anuj Rathore, Daksh Thapar, and 1 more author
    In Proceedings of the Winter Conference on Applications of Computer Vision (WACV), Feb 2025
  5. WACV
    Towards a Training Free Approach for 3D Scene Editing
    Vivek Madhavaram, Shivangana Rawat, Chaitanya Devaguptapu, Charu Sharma, and Manohar Kaul
    In Proceedings of the Winter Conference on Applications of Computer Vision (WACV), Feb 2025
  6. WACV
    Elemental Composite Prototypical Network: Few-Shot Object Detection on Outdoor 3D Point Cloud Scenes
    Arkadipta De, Vartika Sengar, Daksh Thapar, Mahesh Chandran, and Manohar Kaul
    In Proceedings of the Winter Conference on Applications of Computer Vision (WACV), Feb 2025

2024

2024

  1. TMLR
    Teacher-Guided Graph Contrastive Learning
    Jay Nandy, Arnab Kumar Mondal, Manohar Kaul, and Prathosh AP
    Transactions on Machine Learning Research, Feb 2024
  2. WACV
    Synergizing Contrastive Learning and Optimal Transport for 3D Point Cloud Domain Adaptation
    Siddharth Katageri, Arkadipta De, Chaitanya Devaguptapu, V. S. S. V. Prasad, Charu Sharma, and 1 more author
    In IEEE/CVF Winter Conference on Applications of Computer Vision, WACV 2024, Waikoloa, HI, USA, January 3-8, 2024, Feb 2024
  3. ACL
    HOLMES: Hyper-Relational Knowledge Graphs for Multi-hop Question Answering using LLMs
    Pranoy Panda, Ankush Agarwal, Chaitanya Devaguptapu, Manohar Kaul, and Prathosh A P
    In Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), ACL 2024, Bangkok, Thailand, August 11-16, 2024, Feb 2024

2022

2022

  1. TAG-ML
    Preface
    Alexander Cloninger, Timothy Doster, Tegan Emerson, Manohar Kaul, Ira Ktena, and 5 more authors
    In Topological, Algebraic and Geometric Learning Workshops 2022, 25-22 July 2022, Virtual, Feb 2022
  2. IJCNN
    BERTops: Studying BERT Representations under a Topological Lens
    Jatin Chauhan, and Manohar Kaul
    In International Joint Conference on Neural Networks, IJCNN 2022, Padua, Italy, July 18-23, 2022, Feb 2022

2021

2021

  1. arXiv
    Target Model Agnostic Adversarial Attacks with Query Budgets on Language Understanding Models
    Jatin Chauhan, Karan Bhukar, and Manohar Kaul
    ArXiv.org, Feb 2021
  2. arXiv
    Understanding Higher-order Structures in Evolving Graphs: A Simplicial Complex based Kernel Estimation Approach
    Manohar Kaul, and Masaaki Imaizumi
    ArXiv.org, Feb 2021
  3. WWW
    RECON: Relation Extraction using Knowledge Graph Context in a Graph Neural Network
    Anson Bastos, Abhishek Nadgeri, Kuldeep Singh, Isaiah Onando Mulang, Saeedeh Shekarpour, and 2 more authors
    Web Conference, Feb 2021

2020

2020

  1. ArXiv
    A Weighted Quiver Kernel using Functor Homology
    Manohar Kaul, and Dai Tamaki
    ArXiv.org, Feb 2020
  2. NeurIPS
    Self-Supervised Few-Shot Learning on Point Clouds
    Charu Sharma, and Manohar Kaul
    Neural Information Processing Systems, Feb 2020
  3. ECCV
    Simplicial Complex based Point Correspondence between Images warped onto Manifolds
    Charu Sharma, and Manohar Kaul
    European Conference on Computer Vision, Feb 2020
  4. IJCNN
    Learning Representations using Spectral-Biased Random Walks on Graphs
    Charu Sharma, Jatin Chauhan, and Manohar Kaul
    IEEE International Joint Conference on Neural Networks, Feb 2020
  5. ICLR
    Few-shot Learning on Graphs via Super-classes based on Graph Spectral Measures
    Jatin Chauhan, Deepak Nathani, and Manohar Kaul
    International Conference on Learning Representations, Feb 2020

2019

2019

  1. ACL
    Learning Attention-based Embeddings for Relation Prediction in Knowledge Graphs (long paper)
    Deepak Nathani, Jatin Chauhan, Charu Sharma, and Manohar Kaul
    Association for Computational Linguistics, Feb 2019

2018

2018

  1. ICML
    Solving Partial Assignment Problems using Random Clique Complexes
    Charu Sharma, Deepak Nathani, and Manohar Kaul
    International Conference on Machine Learning, Feb 2018

2017

2017

  1. TKDE
    On Fault Tolerance for Distributed Iterative Dataflow Processing
    Chen Xu, Markus Holzemer, Manohar Kaul, Juan Soto, and Volker Markl
    Transactions on Knowledge and Data Engineering, Feb 2017
  2. CIDR
    Elementary, dear Watson!
    Manohar Kaul
    Conference on Innovative Data Systems Research, Feb 2017

2016

2016

  1. ArXiv
    Sharing Hash Codes for Multiple Purposes
    Wikor Pronobis, Danny Panknin, Johannes Kirschnick, Vignesh Srinivasan, Wojciech Samek, and 4 more authors
    ArXiv.org, Feb 2016
  2. ICIQ
    Improving Data Quality by Leveraging Statistical Relational Learning
    Larysa Visengeriyeva, Alan Akbik, and Manohar Kaul
    International Conference on Information Quality, Feb 2016
  3. ICDE
    Efficient Fault-tolerance for Iterative Graph Processing on Distributed Dataflow Systems
    Chen Xu, Markus Holzemer, Manohar Kaul, and Volker Markl
    IEEE International Conference on Data Engineering, Feb 2016

2015

2015

  1. PVLDB
    New Lower and Upper Bounds for Shortest Distance Queries on Terrains
    Manohar Kaul, Raymond Chi-Wing Wong, and Christian S. Jensen
    Proceedings of Very Large Databases, Feb 2015
  2. PIKM
    R-Apriori : An Efficient Apriori based Algorithm on Spark
    Sanjay Rathee, Manohar Kaul, and Arti Kashyap
    PIKM, Ph.D. student workshop at CIKM, Feb 2015

2014

2014

  1. PVLDB
    Terrain-Toolkit: A Multi-Functional Tool for Terrain Data (Demo)
    Qi Wang, Manohar Kaul, Cheng Long, and Raymond Chi-Wing Wong
    Proceedings of Very Large Databases, Feb 2014
  2. ICDE
    Multi-Cost Optimal Route Planning Under Time-Varying Uncertainty
    Bin Yang, Chenjuan Guo, Christian S. Jensen, and Manohar Kaul
    IEEE International Conference on Data Engineering, Feb 2014
  3. PVLDB
    Finding Shortest Paths on Terrains by Killing Two Birds with One Stone
    Manohar Kaul, Raymond Chi-Wing Wong, Bin Yang, and Christian S. Jensen
    Proceedings of Very Large Databases, Feb 2014

2013

2013

  1. TKDE
    Using Incomplete Information for Complete Weight Annotation of Road Networks
    Bin Yang, Manohar Kaul, and Christian S. Jensen
    Transactions on Knowledge and Data Engineering, Feb 2013
  2. MDM
    Building Accurate 3D Spatial Networks to Enable Next Generation Intelligent Transportation Systems (Best Paper Award)
    Manohar Kaul, Bin Yang, and Christian S. Jensen
    IEEE Proceedings of International Conference on Mobile Data Management, Feb 2013

2012

2012

  1. SIGPATIAL
    EcoMark: Evaluating Models of Vehicular Environmental Impact
    Chenjuan Guo, Yu Ma, Bin Yang, Christian S. Jensen, and Manohar Kaul
    Proceedings of ACM SIGSPATIAL GIS, Feb 2012

2011

2011

  1. SIGPATIAL
    Frequent Route Based Continuous Moving Object Location and Density Prediction on Road Networks
    Gyozo Gidofalvi, Manohar Kaul, Christian Borgelt, and Torben Bach Pedersen
    Proceedings of ACM SIGSPATIAL GIS, Feb 2011

2003

2003

  1. CIRA
    Intelligent Packet Shaper to avoid Network Congestion for Improved Streaming Video Quality at Clients
    Manohar Kaul, R. Khosla, and Y. Mitsukura
    Proceedings of IEEE International Symposium on Computational Intelligence in Robotics and Automation, Feb 2003