Supriyo Chakraborty

97 papers A* 8A 5B 5C 9Misc 5Journal 39Unranked 25

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Ribosome occupancy and miRNA-mediated silencing of upregulated genes in attention deficit hyperactivity disorder. Comput. Biol. Chem. Bipasha Roy, Stella Bharadaj, Srinjay Kumar Bharadaj, Deepika Sharma, Supriyo Chakraborty
2026	J	`jnl`	Routing with Generated Data: Annotation-Free LLM Skill Estimation and Expert Selection. CoRR Tianyi Niu, Justin Chih-Yao Chen, Genta Indra Winata, Shi-Xiong Zhang, Supriyo Chakraborty, Sambit Sahu, Yue Zhang, Elias Stengel-Eskin, Mohit Bansal
2025	J	`jnl`	Critique-Guided Distillation: Improving Supervised Fine-tuning via Better Distillation. CoRR Berkcan Kapusuzoglu, Supriyo Chakraborty, Chia-Hsuan Lee, Sambit Sahu
2025	J	`jnl`	Dense Backpropagation Improves Training for Sparse Mixture-of-Experts. CoRR Ashwinee Panda, Vatsal Baherwani, Zain Sarwar, Benjamin Thérien, Supriyo Chakraborty, Tom Goldstein
2025	J	`jnl`	Influence Functions for Efficient Data Selection in Reasoning. CoRR Prateek Humane, Paolo Cudrano, Daniel Z. Kaplan, Matteo Matteucci, Supriyo Chakraborty, Irina Rish
2025	J	`jnl`	Leveraging Parameter Space Symmetries for Reasoning Skill Transfer in LLMs. CoRR Stefan Horoi, Sangwoo Cho, Supriyo Chakraborty, Shixiong Zhang, Sambit Sahu, Guy Wolf, Genta Indra Winata
2025	J	`jnl`	On Understanding of the Dynamics of Model Capacity in Continual Learning. CoRR Supriyo Chakraborty, Krishnan Raghavan
2025	J	`jnl`	Optimizing Reasoning Efficiency through Prompt Difficulty Prediction. CoRR Bo Zhao, Berkcan Kapusuzoglu, Kartik Balasubramaniam, Sambit Sahu, Supriyo Chakraborty, Genta Indra Winata
2025	B	`conf`	SPEAR-MM: Selective Parameter Evaluation and Restoration via Model Merging for Efficient Financial LLM Adaptation. IEEE Big Data Berkcan Kapusuzoglu, Supriyo Chakraborty, Renkun Ni, Stephen Rawls, Sambit Sahu
2025	J	`jnl`	SPEAR-MM: Selective Parameter Evaluation and Restoration via Model Merging for Efficient Financial LLM Adaptation. CoRR Berkcan Kapusuzoglu, Supriyo Chakraborty, Renkun Ni, Stephen Rawls, Sambit Sahu
2025	A*	`conf`	SaViD: Spectravista Aesthetic Vision Integration for Robust and Discerning 3D Object Detection in Challenging Environments. ICRA Tanmoy Dam, Sanjay Bhargav Dharavath, Sameer Alam, Nimrod Lilith, Aniruddha Maiti, Supriyo Chakraborty, Mir Feroskhan
2025	—	`conf`	Training Dynamics Underlying Language Model Scaling Laws: Loss Deceleration and Zero-Sum Learning. ACL (1) Andrei Mircea, Supriyo Chakraborty, Nima Chitsazan, Irina Rish, Ekaterina Lobacheva
2025	J	`jnl`	Training Dynamics Underlying Language Model Scaling Laws: Loss Deceleration and Zero-Sum Learning. CoRR Andrei Mircea, Supriyo Chakraborty, Nima Chitsazan, Irina Rish, Ekaterina Lobacheva
2024	A*	`conf`	AYDIV: Adaptable Yielding 3D Object Detection via Integrated Contextual Vision Transformer. ICRA Tanmoy Dam, Sanjay Bhargav Dharavath, Sameer Alam, Nimrod Lilith, Supriyo Chakraborty, Mir Feroskhan
2024	J	`jnl`	AYDIV: Adaptable Yielding 3D Object Detection via Integrated Contextual Vision Transformer. CoRR Tanmoy Dam, Sanjay Bhargav Dharavath, Sameer Alam, Nimrod Lilith, Supriyo Chakraborty, Mir Feroskhan
2024	A	`conf`	DNS Exfiltration Guided by Generative Adversarial Networks. EuroS&P Abdulrahman Fahim, Shitong Zhu, Zhiyun Qian, Chengyu Song, Evangelos E. Papalexakis, Supriyo Chakraborty, Kevin S. Chan, Paul L. Yu, Trent Jaeger, Srikanth V. Krishnamurthy
2024	—	`conf`	Dense Backpropagation Improves Routing for Sparsely-Gated Mixture-of-Experts. ENLSP Ashwinee Panda, Vatsal Baherwani, Zain Sarwar, Benjamin Thérien, Sambit Sahu, Stephen Rawls, Supriyo Chakraborty, Tom Goldstein
2024	J	`jnl`	LLM Surgery: Efficient Knowledge Unlearning and Editing in Large Language Models. CoRR Akshaj Kumar Veldanda, Shi-Xiong Zhang, Anirban Das, Supriyo Chakraborty, Stephen Rawls, Sambit Sahu, Milind R. Naphade
2024	J	`jnl`	MYCROFT: Towards Effective and Efficient External Data Augmentation. CoRR Zain Sarwar, Van Tran, Arjun Nitin Bhagoji, Nick Feamster, Ben Y. Zhao, Supriyo Chakraborty
2024	A	`conf`	Quantum Inverse Contextual Vision Transformers (Q-ICVT): A New Frontier in 3D Object Detection for AVs. CIKM Sanjay Bhargav Dharavath, Tanmoy Dam, Supriyo Chakraborty, Prithwiraj Roy, Aniruddha Maiti
2024	J	`jnl`	Quantum Inverse Contextual Vision Transformers (Q-ICVT): A New Frontier in 3D Object Detection for AVs. CoRR Sanjay Bhargav Dharavath, Tanmoy Dam, Supriyo Chakraborty, Prithwiraj Roy, Aniruddha Maiti
2024	—	`conf`	StructMoE: Structured Mixture of Experts Using Low Rank Experts. ENLSP Zain Sarwar, Ashwinee Panda, Benjamin Thérien, Stephen Rawls, Anirban Das, Kartik Balasubramaniam, Berkcan Kapusuzoglu, Shixiong Zhang, Sambit Sahu, Milind Naphade, Supriyo Chakraborty
2023	J	`jnl`	Knowledge from Uncertainty in Evidential Deep Learning. CoRR Cai Davies, Marc Roig Vilamala, Alun D. Preece, Federico Cerutti, Lance M. Kaplan, Supriyo Chakraborty
2023	—	`conf`	On Distributed Training of Foundation Models: Challenges and Observations. IPDPS Workshops Supriyo Chakraborty
2022	C	`conf`	Identification of Thin Layer Via Source Wave-Field Dictionary Learning. IECON Supriyo Chakraborty, Aurobinda Routray, Ritesh Chandra Tewari
2022	J	`jnl`	On the amplification of security and privacy risks by post-hoc explanations in machine learning models. CoRR Pengrui Quan, Supriyo Chakraborty, Jeya Vikranth Jeyakumar, Mani B. Srivastava
2022	A	`conf`	SparseFed: Mitigating Model Poisoning Attacks in Federated Learning with Sparsification. AISTATS Ashwinee Panda, Saeed Mahloujifar, Arjun Nitin Bhagoji, Supriyo Chakraborty, Prateek Mittal
2021	J	`jnl`	Adversarial training in communication constrained federated learning. CoRR Devansh Shah, Parijat Dube, Supriyo Chakraborty, Ashish Verma
2021	—	`conf`	On Exploring Attention-based Explanation for Transformer Models in Text Classification. IEEE BigData Shengzhong Liu, Franck Le, Supriyo Chakraborty, Tarek F. Abdelzaher
2021	—	`conf`	SAT: Improving Adversarial Training via Curriculum-Based Loss Smoothing. AISec@CCS Chawin Sitawarin, Supriyo Chakraborty, David A. Wagner
2021	J	`jnl`	Silencing lung cancer genes using miRNAs identified by 7mer-seed matching. Comput. Biol. Chem. Supriyo Chakraborty, Durbba Nath, Parvin A. Barbhuiya, Yashmin Choudhury, Arif Uddin
2021	J	`jnl`	SparseFed: Mitigating Model Poisoning Attacks in Federated Learning with Sparsification. CoRR Ashwinee Panda, Saeed Mahloujifar, Arjun Nitin Bhagoji, Supriyo Chakraborty, Prateek Mittal
2021	A*	`conf`	WristPrint: Characterizing User Re-identification Risks from Wrist-worn Accelerometry Data. CCS Nazir Saleheen, Md. Azim Ullah, Supriyo Chakraborty, Deniz S. Ones, Mani B. Srivastava, Santosh Kumar
2020	J	`jnl`	Explaining Motion Relevance for Activity Recognition in Video Deep Learning Models. CoRR Liam Hiley, Alun D. Preece, Yulia Hicks, Supriyo Chakraborty, Prudhvi Gurram, Richard Tomsett
2020	J	`jnl`	IBM Federated Learning: an Enterprise Framework White Paper V0.1. CoRR Heiko Ludwig, Nathalie Baracaldo, Gegi Thomas, Yi Zhou, Ali Anwar, Shashank Rajamoni, Yuya Jeremy Ong, Jayaram Radhakrishnan, Ashish Verma, Mathieu Sinn, Mark Purcell, Ambrish Rawat, Tran Ngoc Minh, Naoise Holohan, Supriyo Chakraborty, Shalisha Witherspoon, Dean Steuer, Laura Wynter, Hifaz Hassan, Sean Laguna, Mikhail Yurochkin, Mayank Agarwal, Ebube Chuba, Annie Abay
2020	J	`jnl`	Improving Adversarial Robustness Through Progressive Hardening. CoRR Chawin Sitawarin, Supriyo Chakraborty, David A. Wagner
2020	—	`conf`	Multi-trace Inversion with Selective Wedge to Increase Thin Layer Resolution in Horizontal Layer. ICCCNT Supriyo Chakraborty, Aurobinda Routray
2020	J	`jnl`	Rapid Trust Calibration through Interpretable and Uncertainty-Aware AI. Patterns Richard Tomsett, Alun D. Preece, Dave Braines, Federico Cerutti, Supriyo Chakraborty, Mani B. Srivastava, Gavin Pearson, Lance M. Kaplan
2020	A*	`conf`	Sanity Checks for Saliency Metrics. AAAI Richard Tomsett, Dan Harborne, Supriyo Chakraborty, Prudhvi Gurram, Alun D. Preece
2019	A*	`conf`	Analyzing Federated Learning through an Adversarial Lens. ICML Arjun Nitin Bhagoji, Supriyo Chakraborty, Prateek Mittal, Seraphin B. Calo
2019	J	`jnl`	Compositional features and codon usage pattern of Comput. Biol. Chem. Supriyo Chakraborty, Parvin A. Barbhuiya, Gulshana A. Mazumder, Bornali Deb, Arif Uddin
2019	C	`conf`	Fair Transfer Learning with Missing Protected Attributes. AIES Amanda Coston, Karthikeyan Natesan Ramamurthy, Dennis Wei, Kush R. Varshney, Skyler Speakman, Zairah Mustahsan, Supriyo Chakraborty
2019	A	`conf`	GenAttack: practical black-box attacks with gradient-free optimization. GECCO Moustafa Alzantot, Yash Sharma, Supriyo Chakraborty, Huan Zhang, Cho-Jui Hsieh, Mani B. Srivastava
2019	J	`jnl`	Sanity Checks for Saliency Metrics. CoRR Richard Tomsett, Dan Harborne, Supriyo Chakraborty, Prudhvi Gurram, Alun D. Preece
2018	J	`jnl`	Achieving Pareto-Optimal MI-Based Privacy-Utility Tradeoffs Under Full Data. IEEE J. Sel. Top. Signal Process. Matthew P. Johnson, Liang Zhao, Supriyo Chakraborty
2018	J	`jnl`	Analyzing Federated Learning through an Adversarial Lens. CoRR Arjun Nitin Bhagoji, Supriyo Chakraborty, Prateek Mittal, Seraphin B. Calo
2018	—	`conf`	Enabling Edge Devices that Learn from Each Other: Cross Modal Training for Activity Recognition. EdgeSys@MobiSys Tianwei Xing, Sandeep Singh Sandha, Bharathan Balaji, Supriyo Chakraborty, Mani B. Srivastava
2018	J	`jnl`	GenAttack: Practical Black-box Attacks with Gradient-Free Optimization. CoRR Moustafa Alzantot, Yash Sharma, Supriyo Chakraborty, Mani B. Srivastava
2018	J	`jnl`	Interpretable to Whom? A Role-based Model for Analyzing Interpretable Machine Learning Systems. CoRR Richard Tomsett, Dave Braines, Dan Harborne, Alun D. Preece, Supriyo Chakraborty
2018	—	`conf`	Learning Light-Weight Edge-Deployable Privacy Models. IEEE BigData Yeon-Sup Lim, Mudhakar Srivatsa, Supriyo Chakraborty, Ian J. Taylor
2018	C	`conf`	Learning and Reasoning in Complex Coalition Information Environments: A Critical Analysis. FUSION Federico Cerutti, Moustafa Alzantot, Tianwei Xing, Daniel Harborne, Jonathan Z. Bakdash, Dave Braines, Supriyo Chakraborty, Lance M. Kaplan, Angelika Kimmig, Alun D. Preece, Ramya Raghavendra, Murat Sensoy, Mani B. Srivastava
2018	—	`conf`	Secure Model Fusion for Distributed Learning Using Partial Homomorphic Encryption. PADG@ESORICS Changchang Liu, Supriyo Chakraborty, Dinesh C. Verma
2018	C	`conf`	Self-Generation of Access Control Policies. SACMAT Seraphin B. Calo, Dinesh C. Verma, Supriyo Chakraborty, Elisa Bertino, Emil Lupu, Gregory H. Cirincione
2018	J	`jnl`	Stakeholders in Explainable AI. CoRR Alun D. Preece, Dan Harborne, Dave Braines, Richard Tomsett, Supriyo Chakraborty
2018	C	`conf`	Why the Failure? How Adversarial Examples Can Provide Insights for Interpretable Machine Learning. FUSION Richard Tomsett, Amy Widdicombe, Tianwei Xing, Supriyo Chakraborty, Simon Julier, Prudhvi Gurram, Raghuveer M. Rao, Mani B. Srivastava
2017	J	`jnl`	Codon usage bias and its influencing factors for Y-linked genes in human. Comput. Biol. Chem. Monisha Nath Choudhury, Arif Uddin, Supriyo Chakraborty
2017	—	`conf`	Cognitive computing for coalition situational understanding. SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI Alun D. Preece, Federico Cerutti, Dave Braines, Supriyo Chakraborty, Mani B. Srivastava
2017	B	`conf`	Computing messages that reveal selected inferences while protecting others. ITW Matthew P. Johnson, Liang Zhao, Supriyo Chakraborty
2017	J	`jnl`	DEEProtect: Enabling Inference-based Access Control on Mobile Sensing Applications. CoRR Changchang Liu, Supriyo Chakraborty, Prateek Mittal
2017	C	`conf`	Deep learning for situational understanding. FUSION Supriyo Chakraborty, Alun D. Preece, Moustafa Alzantot, Tianwei Xing, Dave Braines, Mani B. Srivastava
2017	—	`conf`	Distributed opportunistic sensing and fusion for traffic congestion detection. SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI Alistair Nottle, Daniel Harborne, Dave Braines, Moustafa Alzantot, Santiago Quintana-Amate, Richard Tomsett, Lance M. Kaplan, Mani B. Srivastava, Supriyo Chakraborty, Alun D. Preece
2017	—	`conf`	Generative policy model for autonomic management. SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI Dinesh C. Verma, Seraphin B. Calo, Supriyo Chakraborty, Elisa Bertino, Christopher Williams, J. Tucker, Brian Rivera
2017	—	`conf`	Interpretability of deep learning models: A survey of results. SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI Supriyo Chakraborty, Richard Tomsett, Ramya Raghavendra, Daniel Harborne, Moustafa Alzantot, Federico Cerutti, Mani B. Srivastava, Alun D. Preece, Simon Julier, Raghuveer M. Rao, Troy D. Kelley, Dave Braines, Murat Sensoy, Christopher J. Willis, Prudhvi Gurram
2017	—	`conf`	LightSpy: Optical eavesdropping on displays using light sensors on mobile devices. IEEE BigData Supriyo Chakraborty, Wentao Robin Ouyang, Mani B. Srivastava
2017	Misc	`conf`	PrIA: A Private Intelligent Assistant. HotMobile Shashank Jain, Vivek Tiwari, Aruna Balasubramanian, Niranjan Balasubramanian, Supriyo Chakraborty
2017	—	`conf`	PrOLoc: resilient localization with private observers using partial homomorphic encryption. IPSN Amr Al-Anwar, Yasser Shoukry, Supriyo Chakraborty, Paul Martin, Paulo Tabuada, Mani B. Srivastava
2017	—	`conf`	PrOLoc: resilient localization with private observers using partial homomorphic encryption: demo abstract. IPSN Amr Al-Anwar, Yasser Shoukry, Supriyo Chakraborty, Bharathan Balaji, Paul Martin, Paulo Tabuada, Mani B. Srivastava
2017	J	`jnl`	SenseGen: A Deep Learning Architecture for Synthetic Sensor Data Generation. CoRR Moustafa Alzantot, Supriyo Chakraborty, Mani B. Srivastava
2017	—	`conf`	SenseGen: A deep learning architecture for synthetic sensor data generation. PerCom Workshops Moustafa Alzantot, Supriyo Chakraborty, Mani B. Srivastava
2016	A*	`conf`	Dependence Makes You Vulnberable: Differential Privacy Under Dependent Tuples. NDSS Changchang Liu, Supriyo Chakraborty, Prateek Mittal
2016	—	`conf`	Eavesdropping and obfuscation techniques for smartphones. MOBILESoft Supriyo Chakraborty, Omer Tripp
2016	Misc	`conf`	mSieve: differential behavioral privacy in time series of mobile sensor data. UbiComp Nazir Saleheen, Supriyo Chakraborty, Nasir Ali, Md. Mahbubur Rahman, Syed Monowar Hossain, Rummana Bari, Eugene H. Buder, Mani B. Srivastava, Santosh Kumar
2015	Misc	`conf`	AnonyCast: privacy-preserving location distribution for anonymous crowd tracking systems. UbiComp Takamasa Higuchi, Paul Martin, Supriyo Chakraborty, Mani B. Srivastava
2015	J	`jnl`	Get More With Less: Near Real-Time Image Clustering on Mobile Phones. CoRR Jorge Ortiz, Chien-Chin Huang, Supriyo Chakraborty
2015	J	`jnl`	Partial observable update for subjective logic and its application for trust estimation. Inf. Fusion Lance M. Kaplan, Murat Sensoy, Supriyo Chakraborty, Geeth de Mel
2014	—	`—`	Balancing Behavioral Privacy and Information Utility in Sensory Data Flows. Supriyo Chakraborty
2014	J	`jnl`	Inference management, trust and obfuscation principles for quality of information in emerging pervasive environments. Pervasive Mob. Comput. Chatschik Bisdikian, Christopher Gibson, Supriyo Chakraborty, Mani B. Srivastava, Murat Sensoy, Timothy J. Norman
2014	—	`conf`	Multitiered inference management architecture for participatory sensing. PerCom Workshops Stephen Pipes, Supriyo Chakraborty
2014	A	`conf`	Towards a rich sensing stack for IoT devices. ICCAD Chenguang Shen, Haksoo Choi, Supriyo Chakraborty, Mani B. Srivastava
2014	Misc	`conf`	ipShield: A Framework For Enforcing Context-Aware Privacy. NSDI Supriyo Chakraborty, Chenguang Shen, Kasturi Rangan Raghavan, Yasser Shoukry, Matt Millar, Mani B. Srivastava
2013	Misc	`conf`	A framework for context-aware privacy of sensor data on mobile systems. HotMobile Supriyo Chakraborty, Kasturi Rangan Raghavan, Matthew P. Johnson, Mani B. Srivastava
2013	—	`conf`	Exploiting processor heterogeneity for energy efficient context inference on mobile phones. HotPower@SOSP Chenguang Shen, Supriyo Chakraborty, Kasturi Rangan Raghavan, Haksoo Choi, Mani B. Srivastava
2013	B	`conf`	Protecting data against unwanted inferences. ITW Supriyo Chakraborty, Nicolas Bitouze, Mani B. Srivastava, Lara Dolecek
2013	C	`conf`	Reasoning under uncertainty: Variations of subjective logic deduction. FUSION Lance M. Kaplan, Murat Sensoy, Yuqing Tang, Supriyo Chakraborty, Chatschik Bisdikian, Geeth de Mel
2012	—	`conf`	An obfuscation framework for controlling value of information during sharing. SSP Supriyo Chakraborty, Kasturi Rangan Raghavan, Mani B. Srivastava, Chatschik Bisdikian, Lance M. Kaplan
2012	J	`jnl`	Balancing behavioral privacy and information utility in sensory data flows. Pervasive Mob. Comput. Supriyo Chakraborty, Zainul Charbiwala, Haksoo Choi, Kasturi Rangan Raghavan, Mani B. Srivastava
2012	C	`conf`	Balancing value and risk in information sharing through obfuscation. FUSION Supriyo Chakraborty, Kasturi Rangan Raghavan, Mani B. Srivastava, Chatschik Bisdikian, Lance M. Kaplan
2012	B	`conf`	Design and Evaluation of SensorSafe: A Framework for Achieving Behavioral Privacy in Sharing Personal Sensory Information. TrustCom Haksoo Choi, Supriyo Chakraborty, Mani B. Srivastava
2012	A*	`conf`	Model-based context privacy for personal data streams. CCS Supriyo Chakraborty, Kasturi Rangan Raghavan, Mani B. Srivastava, Harris Teague
2012	C	`conf`	Subjective logic with uncertain partial observations. FUSION Lance M. Kaplan, Supriyo Chakraborty, Chatschik Bisdikian
2011	—	`conf`	Demystifying privacy in sensory data: A QoI based approach. PerCom Workshops Supriyo Chakraborty, Haksoo Choi, Mani B. Srivastava
2011	B	`conf`	Distributed coordination for fast iterative optimization in wireless sensor/actuator networks. SECON Rahul Balani, Mohamed Nabil Hajj Chehade, Supriyo Chakraborty, Mani B. Srivastava
2011	J	`jnl`	Estimating network link characteristics using packet-pair dispersion: A discrete-time queueing theoretic analysis. Comput. Networks Bikash Kumar Dey, D. Manjunath, Supriyo Chakraborty
2011	—	`conf`	Neighborhood based fast graph search in large networks. SIGMOD Conference Arijit Khan, Nan Li, Xifeng Yan, Ziyu Guan, Supriyo Chakraborty, Shu Tao
2011	—	`conf`	SensorSafe: A Framework for Privacy-Preserving Management of Personal Sensory Information. Secure Data Management Haksoo Choi, Supriyo Chakraborty, Zainul Charbiwala, Mani B. Srivastava
2010	A*	`conf`	Compressive Oversampling for Robust Data Transmission in Sensor Networks. INFOCOM Zainul Charbiwala, Supriyo Chakraborty, Sadaf Zahedi, Younghun Kim, Ting He, Chatschik Bisdikian, Mani B. Srivastava
2009	J	`jnl`	Estimating Network Link Characteristics using Packet-Pair Dispersion: A Discrete Time Queueing Theoretic View CoRR Bikash Kumar Dey, D. Manjunath, Supriyo Chakraborty