Mani Srivastava

66 papers A* 2A 2B 2C 1Misc 8Journal 39Unranked 9

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Tracking without Seeing: Geospatial Inference using Encrypted Traffic from Distributed Nodes. CoRR Sadik Yagiz Yetim, Gaofeng Dong, Isaac-Neil Zanoria, Ronit Barman, Maggie B. Wigness, Tarek F. Abdelzaher, Mani Srivastava, Suhas N. Diggavi
2025	J	`jnl`	A Vision for Computational Decarbonization of Societal Infrastructure. IEEE Internet Comput. David Irwin, Prashant J. Shenoy, Mohammad Hajiesmaili, Walid A. Hanafy, Jimi Oke, Ramesh K. Sitaraman, Yuvraj Agarwal, Geoffrey J. Gordon, Zico Kolter, Deepak Rajagopal, Mani Srivastava, Vivienne Sze, Priya L. Donti, Andrew A. Chien, John R. Birge, Ali Hortaçsu, Line Roald
2025	J	`jnl`	ADMN: A Layer-Wise Adaptive Multimodal Network for Dynamic Input Noise and Compute Resources. CoRR Jason Wu, Kang Yang, Lance M. Kaplan, Mani Srivastava
2025	J	`jnl`	Artificial Intelligence of Things: A Survey. ACM Trans. Sens. Networks Shakhrul Iman Siam, Hyunho Ahn, Li Liu, Samiul Alam, Hui Shen, Zhichao Cao, Ness B. Shroff, Bhaskar Krishnamachari, Mani Srivastava, Mi Zhang
2025	J	`jnl`	Benchmarking Spatiotemporal Reasoning in LLMs and Reasoning Models: Capabilities and Challenges. CoRR Pengrui Quan, Brian Wang, Kang Yang, Liying Han, Mani Srivastava
2025	J	`jnl`	Can Time-Series Foundation Models Perform Building Energy Management Tasks? CoRR Ozan Baris Mulayim, Pengrui Quan, Liying Han, Xiaomin Ouyang, Dezhi Hong, Mario Bergés, Mani Srivastava
2025	J	`jnl`	CarbonX: An Open-Source Tool for Computational Decarbonization Using Time Series Foundation Models. CoRR Diptyaroop Maji, Kang Yang, Prashant J. Shenoy, Ramesh K. Sitaraman, Mani Srivastava
2025	Misc	`conf`	Detecting Context Shifts in the Human Experience Using Multimodal Foundation Models. SenSys Iris Nguyen, Liying Han, Burke Dambly, Alireza Kazemi, Marina Kogan, Cory S. Inman, Mani Srivastava, Luis Garcia
2025	J	`jnl`	FMTK: A Modular Toolkit for Composable Time Series Foundation Model Pipelines. CoRR Hetvi Shastri, Pragya Sharma, Walid A. Hanafy, Mani Srivastava, Prashant J. Shenoy
2025	J	`jnl`	Foundation Models for CPS-IoT: Opportunities and Challenges. CoRR Ozan Baris, Yizhuo Chen, Gaofeng Dong, Liying Han, Tomoyoshi Kimura, Pengrui Quan, Ruijie Wang, Tianchen Wang, Tarek F. Abdelzaher, Mario Bergés, Paul Pu Liang, Mani Srivastava
2025	A*	`conf`	InfoMAE: Pair-Efficient Cross-Modal Alignment for Multimodal Time-Series Sensing Signals. WWW Tomoyoshi Kimura, Xinlin Li, Osama A. Hanna, Yatong Chen, Yizhuo Chen, Denizhan Kara, Tianshi Wang, Jinyang Li, Xiaomin Ouyang, Shengzhong Liu, Mani Srivastava, Suhas N. Diggavi, Tarek F. Abdelzaher
2025	J	`jnl`	InfoMAE: Pair-Efficient Cross-Modal Alignment for Multimodal Time-Series Sensing Signals. CoRR Tomoyoshi Kimura, Xinlin Li, Osama A. Hanna, Yatong Chen, Yizhuo Chen, Denizhan Kara, Tianshi Wang, Jinyang Li, Xiaomin Ouyang, Shengzhong Liu, Mani Srivastava, Suhas N. Diggavi, Tarek F. Abdelzaher
2025	Misc	`conf`	LLM-Driven Auto Configuration for Transient IoT Device Collaboration. SEC Hetvi Shastri, Walid A. Hanafy, Li Wu, David Irwin, Mani Srivastava, Prashant J. Shenoy
2025	J	`jnl`	LLM-Driven Auto Configuration for Transient IoT Device Collaboration. CoRR Hetvi Shastri, Walid A. Hanafy, Li Wu, David Irwin, Mani Srivastava, Prashant J. Shenoy
2025	Misc	`conf`	MMBind: Unleashing the Potential of Distributed and Heterogeneous Data for Multimodal Learning in IoT. SenSys Xiaomin Ouyang, Jason Wu, Tomoyoshi Kimura, Yihan Lin, Gunjan Verma, Tarek F. Abdelzaher, Mani Srivastava
2025	—	`conf`	MobiVital: Self-supervised Quality Estimation for UWB-based Contactless Respiration Monitoring. HumanSys@SenSys Ziqi Wang, Derek Hua, Wenjun Jiang, Tianwei Xing, Xun Chen, Mani Srivastava
2025	J	`jnl`	MobiVital: Self-supervised Time-series Quality Estimation for Contactless Respiration Monitoring Using UWB Radar. CoRR Ziqi Wang, Derek Hua, Wenjun Jiang, Tianwei Xing, Xun Chen, Mani Srivastava
2025	J	`jnl`	NARCE: A Mamba-Based Neural Algorithmic Reasoner Framework for Online Complex Event Detection. CoRR Liying Han, Gaofeng Dong, Xiaomin Ouyang, Lance M. Kaplan, Federico Cerutti, Mani Srivastava
2025	Misc	`conf`	Poster Abstract: Rethinking Collaboration Among Mobile Devices in IoT Environments. SenSys Hetvi Shastri, Walid A. Hanafy, Li Wu, David Irwin, Mani Srivastava, Prashant J. Shenoy
2025	Misc	`conf`	Poster Abstract: Scalable 3D Gaussian Splatting-Based RF Signal Spatial Propagation Modeling. SenSys Kang Yang, Wan Du, Mani Srivastava
2025	—	`conf`	ProMind-LLM: Proactive Mental Health Care via Causal Reasoning with Sensor Data. ACL (Findings) Xinzhe Zheng, Sijie Ji, Jiawei Sun, Renqi Chen, Wei Gao, Mani Srivastava
2025	J	`jnl`	ProMind-LLM: Proactive Mental Health Care via Causal Reasoning with Sensor Data. CoRR Xinzhe Zheng, Sijie Ji, Jiawei Sun, Renqi Chen, Wei Gao, Mani Srivastava
2025	J	`jnl`	SIGMUS: Semantic Integration for Knowledge Graphs in Multimodal Urban Spaces. CoRR Brian Wang, Mani Srivastava
2025	J	`jnl`	Scalable 3D Gaussian Splatting-Based RF Signal Spatial Propagation Modeling. CoRR Kang Yang, Gaofeng Dong, Sijie Ji, Wan Du, Mani Srivastava
2025	Misc	`conf`	SensorBench: Benchmarking LLMs in Coding-Based Sensor Processing. HotMobile Pengrui Quan, Xiaomin Ouyang, Jeya Vikranth Jeyakumar, Ziqi Wang, Yang Xing, Mani Srivastava
2025	J	`jnl`	Spectral Predictability as a Fast Reliability Indicator for Time Series Forecasting Model Selection. CoRR Oliver Wang, Pengrui Quan, Kang Yang, Mani Srivastava
2025	J	`jnl`	Toward Foundation Models for Online Complex Event Detection in CPS-IoT: A Case Study. CoRR Liying Han, Gaofeng Dong, Xiaomin Ouyang, Lance M. Kaplan, Federico Cerutti, Mani Srivastava
2025	Misc	`conf`	Transforming Mental Health Care with Autonomous LLM Agents at the Edge. SenSys Sijie Ji, Xinzhe Zheng, Wei Gao, Mani Srivastava
2025	B	`conf`	Understanding Human-Machine Team Communication from an Explainable-AI Perspective. RO-MAN Marc Roig Vilamala, Jack Furby, Julian de Gortari Briseno, Mani Srivastava, Alun D. Preece, Carolina Fuentes
2025	J	`jnl`	UniFi: Combining Irregularly Sampled CSI from Diverse Communication Packets and Frequency Bands for Wi-Fi Sensing. CoRR Gaofeng Dong, Kang Yang, Mani Srivastava
2024	—	`conf`	Adapting Complex Event Detection to Perceptual Domain Shifts. MILCOM Brian Wang, Julian de Gortari Briseno, Liying Han, Henry Phillips, Jeffrey Craighead, Ben Purman, Lance M. Kaplan, Mani Srivastava
2024	J	`jnl`	Analysing Explanation-Related Interactions in Collaborative Perception-Cognition-Communication-Action. CoRR Marc Roig Vilamala, Jack Furby, Julian de Gortari Briseno, Mani Srivastava, Alun D. Preece, Carolina Fuentes Toro
2024	—	`conf`	Are Time Series Foundation Models Ready to Revolutionize Predictive Building Analytics? BuildSys Ozan Baris Mulayim, Pengrui Quan, Liying Han, Xiaomin Ouyang, Dezhi Hong, Mario Bergés, Mani Srivastava
2024	J	`jnl`	Artificial Intelligence of Things: A Survey. CoRR Shakhrul Iman Siam, Hyunho Ahn, Li Liu, Samiul Alam, Hui Shen, Zhichao Cao, Ness B. Shroff, Bhaskar Krishnamachari, Mani Srivastava, Mi Zhang
2024	J	`jnl`	AutoLife: Automatic Life Journaling with Smartphones and LLMs. CoRR Huatao Xu, Panrong Tong, Mo Li, Mani Srivastava
2024	A	`conf`	FlexLoc: Conditional Neural Networks for Zero-Shot Sensor Perspective Invariance in Object Localization with Distributed Multimodal Sensors. IROS Jason Wu, Ziqi Wang, Xiaomin Ouyang, Ho Lyun Jeong, Colin Samplawski, Lance M. Kaplan, Benjamin M. Marlin, Mani Srivastava
2024	J	`jnl`	FlexLoc: Conditional Neural Networks for Zero-Shot Sensor Perspective Invariance in Object Localization with Distributed Multimodal Sensors. CoRR Jason Wu, Ziqi Wang, Xiaomin Ouyang, Ho Lyun Jeong, Colin Samplawski, Lance M. Kaplan, Benjamin M. Marlin, Mani Srivastava
2024	J	`jnl`	GDTM: An Indoor Geospatial Tracking Dataset with Distributed Multimodal Sensors. CoRR Ho Lyun Jeong, Ziqi Wang, Colin Samplawski, Jason Wu, Shiwei Fang, Lance M. Kaplan, Deepak Ganesan, Benjamin M. Marlin, Mani Srivastava
2024	J	`jnl`	LLMSense: Harnessing LLMs for High-level Reasoning Over Spatiotemporal Sensor Traces. CoRR Xiaomin Ouyang, Mani Srivastava
2024	J	`jnl`	MMBind: Unleashing the Potential of Distributed and Heterogeneous Data for Multimodal Learning in IoT. CoRR Xiaomin Ouyang, Jason Wu, Tomoyoshi Kimura, Yihan Lin, Gunjan Verma, Tarek F. Abdelzaher, Mani Srivastava
2024	J	`jnl`	MindGuard: Towards Accessible and Sitgma-free Mental Health First Aid via Edge LLM. CoRR Sijie Ji, Xinzhe Zheng, Jiawei Sun, Renqi Chen, Wei Gao, Mani Srivastava
2024	J	`jnl`	On the Efficiency and Robustness of Vibration-based Foundation Models for IoT Sensing: A Case Study. CoRR Tomoyoshi Kimura, Jinyang Li, Tianshi Wang, Denizhan Kara, Yizhuo Chen, Yigong Hu, Ruijie Wang, Maggie B. Wigness, Shengzhong Liu, Mani Srivastava, Suhas N. Diggavi, Tarek F. Abdelzaher
2024	—	`conf`	Penetrative AI: Making LLMs Comprehend the Physical World. ACL (Findings) Huatao Xu, Liying Han, Qirui Yang, Mo Li, Mani Srivastava
2024	Misc	`conf`	Penetrative AI: Making LLMs Comprehend the Physical World. HotMobile Huatao Xu, Liying Han, Qirui Yang, Mo Li, Mani Srivastava
2024	—	`conf`	PrivacyOracle: Configuring Sensor Privacy Firewalls with Large Language Models in Smart Built Environments. SP (Workshops) Brian Wang, Luis Antonio Garcia, Mani Srivastava
2024	A	`conf`	RefreshChannels: Exploiting Dynamic Refresh Rate Switching for Mobile Device Attacks. MobiSys Gaofeng Dong, Jason Wu, Julian de Gortari Briseno, Akash Deep Singh, Justin Feng, Ankur Sarker, Nader Sehatbakhsh, Mani Srivastava
2024	J	`jnl`	SensorBench: Benchmarking LLMs in Coding-Based Sensor Processing. CoRR Pengrui Quan, Xiaomin Ouyang, Jeya Vikranth Jeyakumar, Ziqi Wang, Yang Xing, Mani Srivastava
2024	C	`conf`	TeamCollab: A Framework for Collaborative Perception-Cognition-Communication-Action. FUSION Julian de Gortari Briseno, Roko Parac, Leo Ardon, Marc Roig Vilamala, Daniel Furelos-Blanco, Lance M. Kaplan, Vinod K. Mishra, Federico Cerutti, Alun D. Preece, Alessandra Russo, Mani Srivastava
2024	—	`conf`	The Case for Micro Foundation Models to Support Robust Edge Intelligence. CogMI Tomoyoshi Kimura, Ashitabh Misra, Yizhuo Chen, Denizhan Kara, Jinyang Li, Tianshi Wang, Ruijie Wang, Joydeep Bhattacharyya, Jae Kim, Prashant J. Shenoy, Mani Srivastava, Maggie B. Wigness, Tarek F. Abdelzaher
2024	J	`jnl`	TinyNS: Platform-aware Neurosymbolic Auto Tiny Machine Learning. ACM Trans. Embed. Comput. Syst. Swapnil Sayan Saha, Sandeep Singh Sandha, Mohit Aggarwal, Brian Wang, Liying Han, Julian de Gortari Briseno, Mani Srivastava
2024	J	`jnl`	Understanding factors behind IoT privacy - A user's perspective on RF sensors. CoRR Akash Deep Singh, Brian Wang, Luis Garcia, Xiang Chen, Mani Srivastava
2023	—	`conf`	Challenges in Metaverse Research: An Internet of Things Perspective. MetaCom Tarek F. Abdelzaher, Matthew Caesar, Charith Mendis, Klara Nahrstedt, Mani Srivastava, Minlan Yu
2023	J	`jnl`	DeepProbCEP: A neuro-symbolic approach for complex event processing in adversarial settings. Expert Syst. Appl. Marc Roig Vilamala, Tianwei Xing, Harrison Taylor, Luis Garcia, Mani Srivastava, Lance M. Kaplan, Alun D. Preece, Angelika Kimmig, Federico Cerutti
2023	J	`jnl`	Headar: Sensing Head Gestures for Confirmation Dialogs on Smartwatches with Wearable Millimeter-Wave Radar. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. Xiaoying Yang, Xue Wang, Gaofeng Dong, Zihan Yan, Mani Srivastava, Eiji Hayashi, Yang Zhang
2023	J	`jnl`	Human-machine collaboration in intelligence analysis: An expert evaluation. Intell. Syst. Appl. Alice Toniolo, Federico Cerutti, Timothy J. Norman, Nir Oren, John A. Allen, Mani Srivastava, Paul Sullivan
2023	J	`jnl`	Penetrative AI: Making LLMs Comprehend the Physical World. CoRR Huatao Xu, Liying Han, Mo Li, Mani Srivastava
2022	J	`jnl`	Auritus: An Open-Source Optimization Toolkit for Training and Development of Human Movement Models and Filters Using Earables. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. Swapnil Sayan Saha, Sandeep Singh Sandha, Siyou Pei, Vivek Jain, Ziqi Wang, Yuchen Li, Ankur Sarker, Mani Srivastava
2022	J	`jnl`	InkFiltration: Using Inkjet Printers for Acoustic Data Exfiltration from Air-Gapped Networks. ACM Trans. Priv. Secur. Julian de Gortari Briseno, Akash Deep Singh, Mani Srivastava
2022	J	`jnl`	TinyOdom: Hardware-Aware Efficient Neural Inertial Navigation. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. Swapnil Sayan Saha, Sandeep Singh Sandha, Luis Antonio Garcia, Mani Srivastava
2021	A*	`conf`	The 4th Artificial Intelligence of Things (AIoT) Workshop. KDD Jian Zhang, Jian Tang, Yiran Chen, Jie Liu, Jieping Ye, Marilyn Wolf, Vijaykrishnan Narayanan, Mani Srivastava, Michael I. Jordan, Victor Bahl
2018	—	`conf`	VirtSense: Virtualize Sensing through ARM TrustZone on Internet-of-Things. SysTEX@CCS Renju Liu, Mani Srivastava
2015	—	`ed.`	Proceedings of the 2015 ACM Sixth International Conference on Future Energy Systems, e-Energy 2015, Bangalore, India, July 14-17, 2015 e-Energy Shivkumar Kalyanaraman, Deva P. Seetharam, Rajeev Shorey, Sarvapali D. Ramchurn, Mani Srivastava
2014	B	`conf`	In Sensors We Trust - A Realistic Possibility? DCOSS Mani Srivastava
2014	—	`ed.`	Proceedings of the 1st ACM Conference on Embedded Systems for Energy-Efficient Buildings, BuildSys 2014, Memphis, TN, USA, November 3-6, 2014 BuildSys Mani Srivastava
2012	—	`ed.`	2012 Workshop on Power-Aware Computing Systems, HotPower'12, Hollywood, CA, USA, October 7, 2012 HotPower Mani Srivastava, Thomas F. Wenisch
1998	J	`jnl`	Mobicom '97 - beyond The Third Generation. IEEE Concurr. Mani Srivastava