Rapid-Prototyping of Hardware and Software in a Unified Framework. - Mani B. Srivastava; Robert W. Brodersen (ICCAD, 1991)

Hardware and software prototyping for application-specific real-time systems. - Mani B. Srivastava; Jane S. Sun; Robert W. Brodersen (RSP, 1991)

An integrated CAD system for algorithm-specific IC design. - C. Bernard Shung; Rajeev Jain; Ken Rimey; Edward Wang; Mani B. Srivastava; Brian C. Richards; Erik Lettang; Syed Khalid Azim; Lars E. Thon; Paul N. Hilfinger; Jan M. Rabaey; Robert W. Brodersen (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 1991)

Design and Implementation of a Robot Control System Using a Unified Hardware-Software Rapid Prototyping Framework. - Mani B. Srivastava; Trevor I. Blumenau; Robert W. Brodersen (ICCD, 1992)

Using VHDL for High-Level, Mixed-Mode System Simulation. - Mani B. Srivastava; Robert W. Brodersen (IEEE Des. Test Comput., 1992)

Behavioral synthesis of high performance, low cost, and low power application specific processors for linear computations. - Miodrag Potkonjak; Mani B. Srivastava (ASAP, 1994)

Efficient Substitution of Multiple Constant Multiplications by Shifts and Additions Using Iterative Pairwise Matching. - Miodrag Potkonjak; Mani B. Srivastava; Anantha P. Chandrakasan (DAC, 1994)

Transforming Linear Systems for Joint Latency and Throughout Optimization. - Mani B. Srivastava; Miodrag Potkonjak (EDAC-ETC-EUROASIC, 1994)

Design of high throughput, low latency and low cost structures for linear systems. - Miodrag Potkonjak; Mani B. Srivastava (ICASSP (2), 1994)

Energy Efficient Programmable Computation. - Anantha P. Chandrakasan; Mani B. Srivastava; Robert W. Brodersen (VLSI Design, 1994)

Rephasing: A Transformation Technique for the Manipulation of Timing Constraints. - Miodrag Potkonjak; Mani B. Srivastava (DAC, 1995)

SIERA: a unified framework for rapid-prototyping of system-level hardware and software. - Mani B. Srivastava; Robert W. Brodersen (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 1995)

System level hardware module generation. - Mani B. Srivastava; Robert W. Brodersen (IEEE Trans. Very Large Scale Integr. Syst., 1995)

Optimum and heuristic transformation techniques for simultaneous optimization of latency and throughput. - Mani B. Srivastava; Miodrag Potkonjak (IEEE Trans. Very Large Scale Integr. Syst., 1995)

Power Optimization in Programmable Processors and ASIC Implementations of Linear Systems: Transformation-based Approach. - Mani B. Srivastava; Miodrag Potkonjak (DAC, 1996)

Knowledge-based transformation ordering. - Mani B. Srivastava; Miodrag Potkonjak (ICASSP, 1996)

Network Architecture for Mobile and Wireless ATM. - Prathima Agrawal; Partho Pratim Mishra; Mani B. Srivastava (ICDCS, 1996)

Mobile Communications: Demands on VLSI Technology, Design and CAD. - Anantha P. Chandrakasan; Kurt Keutzer; A. Khandekar; S. L. Maskara; B. D. Pradhan; Mani B. Srivastava (VLSI Design, 1996)

Medium access control and air-interface subsystem for an indoor wireless ATM network. - Mani B. Srivastava (VLSI Design, 1996)

Multiple constant multiplications: efficient and versatile framework and algorithms for exploring common subexpression elimination. - Miodrag Potkonjak; Mani B. Srivastava; Anantha P. Chandrakasan (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 1996)

Predictive system shutdown and other architectural techniques for energy efficient programmable computation. - Mani B. Srivastava; Anantha P. Chandrakasan; Robert W. Brodersen (IEEE Trans. Very Large Scale Integr. Syst., 1996)

Hardware-software architecture of the SWAN Wireless ATM network. - Prathima Agrawal; Eoin Hyden; Paul Krzyzanowski; Mani B. Srivastava; John A. Trotter (J. VLSI Signal Process., 1996)

SWAN: a mobile multimedia wireless network. - Prathima Agrawal; Eoin Hyden; Paul Krzyzanowski; Partho Pratim Mishra; Mani B. Srivastava; John A. Trotter (IEEE Wirel. Commun., 1996)

Kaleido: An Environment for Composing Networked Multimedia Applications. - Abhaya Asthana; James Sienicki; Mani B. Srivastava (HPDC, 1997)

Design technology for building wireless systems (tutorial). - Rajesh K. Gupta 001; Mani B. Srivastava (ICCAD, 1997)

Low Power Error Control for Wireless Links. - Paul Lettieri; Christina Fragouli; Mani B. Srivastava (MobiCom, 1997)

On-line scheduling of hard real-time tasks on variable voltage processor. - Inki Hong; Miodrag Potkonjak; Mani B. Srivastava (ICCAD, 1998)

Controlled Multimedia Wireless Link Sharing via Enhanced Class-Based Queueing with Channel-State-Dependent Packet Scheduling. - Christina Fragouli; Vijay Sivaraman; Mani B. Srivastava (INFOCOM, 1998)

Adaptive Frame Length Control for Improving Wireless Link Throughput, Range and Energy Efficiency. - Paul Lettieri; Mani B. Srivastava (INFOCOM, 1998)

Synthesis Techniques for Low-Power Hard Real-Time Systems on Variable Voltage Processors. - Inki Hong; Gang Qu 001; Miodrag Potkonjak; Mani B. Srivastava (RTSS, 1998)

Active Basestations & Nodes for a Mobile Environment. - Athanassios Boulis; Paul Lettieri; Mani B. Srivastava (WOWMOM, 1998)

Ethersim: a simulator for application-level performance modeling of wireless and mobile ATM networks. - Mani B. Srivastava; Partho Pratim Mishra; Prathima Agrawal; Giao Nguyen (Comput. Networks ISDN Syst., 1998)

Mobicom '97 - beyond The Third Generation. - Mani Srivastava 001 (IEEE Concurr., 1998)

Effect of Connection Rerouting on Application Performance in Mobile Networks. - Partho Pratim Mishra; Mani B. Srivastava (IEEE Trans. Computers, 1998)

Behavioral optimization using the manipulation of timing constraints. - Miodrag Potkonjak; Mani B. Srivastava (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 1998)

A Simple QoS Signaling Protocol for Mobile Hosts in the Integrated Services Internet. - Andreas Terzis; Mani B. Srivastava; Lixia Zhang 001 (INFOCOM, 1999)

Energy minimization of system pipelines using multiple voltages. - Gang Qu 001; Darko Kirovski; Miodrag Potkonjak; Mani B. Srivastava (ISCAS (1), 1999)

Adaptive control of wireless multimedia links. - Curt Schurgers; Mani B. Srivastava; Athanassios Boulis; Paul Lettieri (WCNC, 1999)

Adaptive radio for multimedia wireless links. - Charles Chien; Mani B. Srivastava; Rajeev Jain; Paul Lettieri; Vipin Aggarwal; Robert Sternowski (IEEE J. Sel. Areas Commun., 1999)

Power optimization of variable-voltage core-based systems. - Inki Hong; Darko Kirovski; Gang Qu 001; Miodrag Potkonjak; Mani B. Srivastava (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 1999)

Advances in wireless terminals. - Paul Lettieri; Mani B. Srivastava (IEEE Wirel. Commun., 1999)

Adaptive link layer strategies for energy efficient wireless networking. - Paul Lettieri; Curt Schurgers; Mani B. Srivastava (Wirel. Networks, 1999)

System design of active basestations based on dynamically reconfigurable hardware. - Athanassios Boulis; Mani B. Srivastava (DAC, 2000)

Predictive Strategies for Low-Power RTOS Scheduling. - Pavan Kumar 002; Mani B. Srivastava (ICCD, 2000)

SensorSim: a simulation framework for sensor networks. - Sung I. Park; Andreas Savvides; Mani B. Srivastava (MSWiM, 2000)

Design and analysis of low-power access protocols for wireless and mobile ATM networks. - Krishna M. Sivalingam; Jyh-Cheng Chen; Prathima Agrawal; Mani B. Srivastava (Wirel. Networks, 2000)

Instrumenting the world with wireless sensor networks. - Deborah Estrin; Lewis Girod; Gregory J. Pottie; Mani B. Srivastava (ICASSP, 2001)

Coverage Problems in Wireless Ad-hoc Sensor Networks. - Seapahn Meguerdichian; Farinaz Koushanfar; Miodrag Potkonjak; Mani B. Srivastava (INFOCOM, 2001)

Battery capacity measurement and analysis using lithium coin cell battery. - Sung I. Park; Andreas Savvides; Mani B. Srivastava (ISLPED, 2001)

Modulation scaling for Energy Aware Communication Systems. - Curt Schurgers; Olivier Aberthorne; Mani B. Srivastava (ISLPED, 2001)

Architecture strategies for energy-efficient packet forwarding in wireless sensor networks. - Vlasios Tsiatsis; Scott Zimbeck; Mani B. Srivastava (ISLPED, 2001)

Dynamic fine-grained localization in Ad-Hoc networks of sensors. - Andreas Savvides; Chih-Chieh Han; Mani B. Srivastava (MobiCom, 2001)

Smart kindergarten: sensor-based wireless networks for smart developmental problem-solving enviroments. - Mani B. Srivastava; Richard R. Muntz; Miodrag Potkonjak (MobiCom, 2001)

Distributed assignment of encoded MAC addresses in sensor networks. - Curt Schurgers; Gautam Kulkarni; Mani B. Srivastava (MobiHoc, 2001)

Adaptive Power-Fidelity in Energy-Aware Wireless Embedded System. - Vijay Raghunathan; Papleologos Spanos; Mani B. Srivastava (RTSS, 2001)

On modeling networks of wireless microsensors. - Andreas Savvides; Sung I. Park; Mani B. Srivastava (SIGMETRICS/Performance, 2001)

Power-aware Multimedia Systems using Run-time Prediction. - Pavan Kumar 002; Mani B. Srivastava (VLSI Design, 2001)

Simulating networks of wireless sensors. - Sung I. Park; Andreas Savvides; Mani B. Srivastava (WSC, 2001)

Dynamic battery state aware approaches for improving battery utilization. - Sung I. Park; Mani B. Srivastava (CASES, 2002)

Subcarrier and bit allocation strategies for OFDMA based wireless ad hoc networks. - Gautam Kulkarni; Mani B. Srivastava (GLOBECOM, 2002)

A Distributed Computation Platform for Wireless Embedded Sensing. - Andreas Savvides; Mani B. Srivastava (ICCD, 2002)

E2WFQ: an energy efficient fair scheduling policy for wireless systems. - Vijay Raghunathan; Saurabh Ganeriwal; Curt Schurgers; Mani B. Srivastava (ISLPED, 2002)

Design of a Wearable Sensor Badge for Smart Kindergarten. - Sung I. Park; Ivo Locher; Andreas Savvides; Mani B. Srivastava; Alvin Chen; Richard R. Muntz; Spencer Yuen (ISWC, 2002)

The bits and flops of the n-hop multilateration primitive for node localization problems. - Andreas Savvides; Heemin Park; Mani B. Srivastava (WSNA, 2002)

Topology management for sensor networks: exploiting latency and density. - Curt Schurgers; Vlasios Tsiatsis; Saurabh Ganeriwal; Mani B. Srivastava (MobiHoc, 2002)

High-Level Synthesis with SIMD Units. - Vijay Raghunathan; Anand Raghunathan; Mani B. Srivastava; Milos D. Ercegovac (ASP-DAC/VLSI Design, 2002)

Energy efficient wireless scheduling: adaptive loading in time. - Curt Schurgers; Mani B. Srivastava (WCNC, 2002)

On Communication Security in Wireless Ad-Hoc Sensor Networks. - Sasha Slijepcevic; Miodrag Potkonjak; Vlasios Tsiatsis; Scott Zimbeck; Mani B. Srivastava (WETICE, 2002)

A Support Infrastructure for the Smart Kindergarten. - Alvin Chen; Richard R. Muntz; Spencer Yuen; Ivo Locher; Sung I. Park; Mani B. Srivastava (IEEE Pervasive Comput., 2002)

Energy-aware wireless microsensor networks. - Vijay Raghunathan; Curt Schurgers; Sung I. Park; Mani B. Srivastava (IEEE Signal Process. Mag., 2002)

Optimizing Sensor Networks in the Energy-Latency-Density Design Space. - Curt Schurgers; Vlasios Tsiatsis; Saurabh Ganeriwal; Mani B. Srivastava (IEEE Trans. Mob. Comput., 2002)

Distributed On-Demand Address Assignment in Wireless Sensor Networks. - Curt Schurgers; Gautam Kulkarni; Mani B. Srivastava (IEEE Trans. Parallel Distributed Syst., 2002)

A survey of techniques for energy efficient on-chip communication. - Vijay Raghunathan; Mani B. Srivastava; Rajesh K. Gupta 001 (DAC, 2003)

Energy optimal scheduling under average throughput constraint. - Curt Schurgers; Mani B. Srivastava (ICC, 2003)

On the Error Characteristics of Multihop Node Localization in Ad-Hoc Sensor Networks. - Andreas Savvides; Wendy L. Garber; Sachin Adlakha; Randolph L. Moses; Mani B. Srivastava (IPSN, 2003)

An environmental energy harvesting framework for sensor networks. - Aman Kansal; Mani B. Srivastava (ISLPED, 2003)

Energy efficiency and fairness tradeoffs in multi-resource, multi-tasking embedded systems. - Sung I. Park; Vijay Raghunathan; Mani B. Srivastava (ISLPED, 2003)

Design and Implementation of a Framework for Efficient and Programmable Sensor Networks. - Athanassios Boulis; Chih-Chieh Han; Mani B. Srivastava (MobiSys, 2003)

System Design of Smart Table. - Philipp Steurer; Mani B. Srivastava (PerCom, 2003)

Density, accuracy, delay and lifetime tradeoffs in wireless sensor networks - a multidimensional design perspective. - Sachin Adlakha; Saurabh Ganeriwal; Curt Schurgers; Mani B. Srivastava (SenSys, 2003)

Spatial average of a continuous physical process in sensor networks. - Saurabh Ganeriwal; Chih-Chieh Han; Mani B. Srivastava (SenSys, 2003)

Timing-sync protocol for sensor networks. - Saurabh Ganeriwal; Ram Kumar 001; Mani B. Srivastava (SenSys, 2003)

On the interaction of network characteristics and collaborative target tracking in sensor networks. - Vlasios Tsiatsis; Mani B. Srivastava (SenSys, 2003)

Critical density thresholds for coverage in wireless sensor networks. - Sachin Adlakha; Mani B. Srivastava (WCNC, 2003)

Aggregation in sensor networks: an energy-accuracy trade-off. - Athanassios Boulis; Saurabh Ganeriwal; Mani B. Srivastava (Ad Hoc Networks, 2003)

Wireless sensor networks. - Erdal Cayirci; Ramesh Govindan; Taieb Znati; Mani B. Srivastava (Comput. Networks, 2003)

The n-Hop Multilateration Primitive for Node Localization Problems. - Andreas Savvides; Heemin Park; Mani B. Srivastava (Mob. Networks Appl., 2003)

Power management for energy-aware communication systems. - Curt Schurgers; Vijay Raghunathan; Mani B. Srivastava (ACM Trans. Embed. Comput. Syst., 2003)

Active Base Stations and Nodes for Wireless Networks. - Athanassios Boulis; Paul Lettieri; Mani B. Srivastava (Wirel. Networks, 2003)

Self-Aware Distributed Embedded Systems. - Richard Pon; Maxim A. Batalin; Mohammad H. Rahimi; Yan Yu; Deborah Estrin; Gregory J. Pottie; Mani B. Srivastava; Gaurav S. Sukhatme; William J. Kaiser (FTDCS, 2004)

Joint end-to-end scheduling, power control and rate control in multi-hop wireless networks. - Gautam Kulkarni; Vijay Raghunathan; Mani B. Srivastava (GLOBECOM, 2004)

Self Aware Actuation for Fault Repair in Sensor Networks. - Saurabh Ganeriwal; Aman Kansal; Mani B. Srivastava (ICRA, 2004)

Adaptive Sampling for Environmental Robotics. - Mohammad H. Rahimi; Richard Pon; William J. Kaiser; Gaurav S. Sukhatme; Deborah Estrin; Mani B. Srivastava (ICRA, 2004)

Sensing uncertainty reduction using low complexity actuation. - Aman Kansal; Eric M. Yuen; William J. Kaiser; Gregory J. Pottie; Mani B. Srivastava (IPSN, 2004)

Lossy source coding of multiple Gaussian sources: m-helper problem. - Ameesh Pandya; Aman Kansal; Greg Pottie; Mani B. Srivastava (ITW, 2004)

Intelligent Fluid Infrastructure for Embedded Networking. - Aman Kansal; Arun A. Somasundara; David Jea; Mani B. Srivastava; Deborah Estrin (MobiSys, 2004)

Augmenting Film and Video Footage with Sensor Data. - Norman Makoto Su; Heemin Park; Eric Bostrom; Jeff Burke; Mani B. Srivastava; Deborah Estrin (PerCom, 2004)

Mobile Element Scheduling for Efficient Data Collection in Wireless Sensor Networks with Dynamic Deadlines. - Arun A. Somasundara; Aditya Ramamoorthy; Mani B. Srivastava (RTSS, 2004)

Reputation-based framework for high integrity sensor networks. - Saurabh Ganeriwal; Mani B. Srivastava (SASN, 2004)

Controlled mobility for sustainable wireless sensor networks. - Aman Kansal; Mohammad H. Rahimi; Deborah Estrin; William J. Kaiser; Gregory J. Pottie; Mani B. Srivastava (SECON, 2004)

Call and response: experiments in sampling the environment. - Maxim A. Batalin; Mohammad H. Rahimi; Yan Yu; Duo Liu; Aman Kansal; Gaurav S. Sukhatme; William J. Kaiser; Mark H. Hansen; Gregory J. Pottie; Mani B. Srivastava; Deborah Estrin (SenSys, 2004)

Sensor networks for media production. - Alessandro Marianantoni; Heemin Park; Jonathan Friedman; Vanessa Holtgrewe; Jeff Burke; Mani B. Srivastava; Fabian Wagmister; William McDonald; Jason Brush (SenSys, 2004)

Performance aware tasking for environmentally powered sensor networks. - Aman Kansal; Dunny Potter; Mani B. Srivastava (SIGMETRICS, 2004)

Guest Editors' Introduction: Overview of Sensor Networks. - David E. Culler; Deborah Estrin; Mani B. Srivastava (Computer, 2004)

Energy efficient wireless packet scheduling and fair queuing. - Vijay Raghunathan; Saurabh Ganeriwal; Mani B. Srivastava; Curt Schurgers (ACM Trans. Embed. Comput. Syst., 2004)

Node-Level Energy Management for Sensor Networks in the Presence of Multiple Applications. - Athanassios Boulis; Mani B. Srivastava (Wirel. Networks, 2004)

Networked Infomechanical Systems (NIMS) for Ambient Intelligence. - William J. Kaiser; Gregory J. Pottie; Mani B. Srivastava; Gaurav S. Sukhatme; John D. Villasenor; Deborah Estrin (Ambient Intelligence, 2005)

RAGOBOT: A New Platform for Wireless Mobile Sensor Networks. - Jonathan Friedman; David Lee; Ilias Tsigkogiannis; Sophia Wong; Dennis Chao; David Levin; William J. Kaiser; Mani B. Srivastava (DCOSS, 2005)

Multiple Controlled Mobile Elements (Data Mules) for Data Collection in Sensor Networks. - David Jea; Arun A. Somasundara; Mani B. Srivastava (DCOSS, 2005)

Coordinated Static and Mobile Sensing for Environmental Monitoring. - Richard Pon; Maxim A. Batalin; Victor Chen 001; Aman Kansal; Duo Liu; Mohammad H. Rahimi; Lisa Shirachi; Arun Somasundra; Yan Yu; Mark H. Hansen; William J. Kaiser; Mani B. Srivastava; et al. (DCOSS, 2005)

Networked infomechanical systems: a mobile embedded networked sensor platform. - Richard Pon; Maxim A. Batalin; Jason Gordon; Aman Kansal; Duo Liu; Mohammad H. Rahimi; Lisa Shirachi; Yan Yu; Mark H. Hansen; William J. Kaiser; Mani B. Srivastava; Gaurav S. Sukhatme; et al. (IPSN, 2005)

Design considerations for solar energy harvesting wireless embedded systems. - Vijay Raghunathan; Aman Kansal; Jason Hsu; Jonathan Friedman; Mani B. Srivastava (IPSN, 2005)

On sensor network lifetime and data distortion. - Aman Kansal; Aditya Ramamoorthy; Mani B. Srivastava; Gregory J. Pottie (ISIT, 2005)

Multi-modal MAC design for energy-efficient wireless networks. - Siddhartha K. Goel; Tamer A. ElBatt; Mani B. Srivastava (MASS, 2005)

A dynamic operating system for sensor nodes. - Chih-Chieh Han; Ram Kumar 001; Roy Shea; Eddie Kohler; Mani B. Srivastava (MobiSys, 2005)

Distributed Low-Overhead Energy-Efficient Routing for Sensory Networks via Topology Management and Path Diversity. - Athanassios Boulis; Mani B. Srivastava (PerCom, 2005)

Acquiring medium models for sensing performance estimation. - Aman Kansal; James Carwana; William J. Kaiser; Mani B. Srivastava (SECON, 2005)

Estimating clock uncertainty for efficient duty-cycling in sensor networks. - Saurabh Ganeriwal; Deepak Ganesan; Hohyun Shim; Vlasios Tsiatsis; Mani B. Srivastava (SenSys, 2005)

Coordinating camera motion for sensing uncertainty reduction. - Aman Kansal; James Carwana; William J. Kaiser; Mani B. Srivastava (SenSys, 2005)

Heliomote: enabling long-lived sensor networks through solar energy harvesting. - Kris Lin; Jennifer Yu; Jason Hsu; Sadaf Zahedi; David Lee; Jonathan Friedman; Aman Kansal; Vijay Raghunathan; Mani B. Srivastava (SenSys, 2005)

Network of cyclops; image inference and interpretation in sensor network. - Mohammad H. Rahimi; Shaun Ahmadian; David Zats; Rick Baer; Deborah Estrin; Mani B. Srivastava (SenSys, 2005)

Cyclops: in situ image sensing and interpretation in wireless sensor networks. - Mohammad H. Rahimi; Rick Baer; Obimdinachi I. Iroezi; Juan C. García; Jay Warrior; Deborah Estrin; Mani B. Srivastava (SenSys, 2005)

Distance enlargement and reduction attacks on ultrasound ranging. - Sahar Sedighpour; Srdjan Capkun; Saurabh Ganeriwal; Mani B. Srivastava (SenSys, 2005)

Dynamically configurable robotic sensor networks. - Ilias Tsigkogiannis; Rahul Balani; James Carwana; Jonathan Friedman; David Lee; Chih-Chieh Han; Roy Shea; Ram Kumar Rengaswamy; Michael Petralia; Laura Corman; Eric Wittenmeier; Eddie Kohler; et al. (SenSys, 2005)

SQualNet: a scalable simulation framework for sensor networks. - Balaji Vasu; Maneesh Varshney; Ram Kumar Rengaswamy; Mahesh K. Marina; Advait Dixit; Parixit Aghera; Mani B. Srivastava; Rajive L. Bagrodia (SenSys, 2005)

Rate-adaptive time synchronization for long-lived sensor networks. - Saurabh Ganeriwal; Deepak Ganesan; Mark H. Hansen; Mani B. Srivastava; Deborah Estrin (SIGMETRICS, 2005)

Scalable Testbed for Next-Generation Wireless Networking Technologies Mineo Takai. - Mineo Takai; Rajive L. Bagrodia; Mario Gerla; Babak Daneshrad; Michael P. Fitz; Mani B. Srivastava; Elizabeth M. Belding-Royer; Srikanth V. Krishnamurthy; Mart L. Molle; Prasant Mohapatra; Ramesh R. Rao; Urbashi Mitra; et al. (TRIDENTCOM, 2005)

Secure time synchronization service for sensor networks. - Saurabh Ganeriwal; Srdjan Capkun; Chih-Chieh Han; Mani B. Srivastava (Workshop on Wireless Security, 2005)

Sensor network software update management: a survey. - Chih-Chieh Han; Ram Kumar 001; Roy Shea; Mani B. Srivastava (Int. J. Netw. Manag., 2005)

Computation Hierarchy for In-Network Processing. - Vlasios Tsiatsis; Ram Kumar 001; Mani B. Srivastava (Mob. Networks Appl., 2005)

Subcarrier Allocation and Bit Loading Algorithms for OFDMA-Based Wireless Networks. - Gautam Kulkarni; Sachin Adlakha; Mani B. Srivastava (IEEE Trans. Mob. Comput., 2005)

Worst and Best-Case Coverage in Sensor Networks. - Seapahn Megerian; Farinaz Koushanfar; Miodrag Potkonjak; Mani B. Srivastava (IEEE Trans. Mob. Comput., 2005)

An Analysis of Error Inducing Parameters in Multihop Sensor Node Localization. - Andreas Savvides; Wendy L. Garber; Randolph L. Moses; Mani B. Srivastava (IEEE Trans. Mob. Comput., 2005)

Energy-aware wireless systems with adaptive power-fidelity tradeoffs. - Vijay Raghunathan; Cristiano Pereira; Mani B. Srivastava; Rajesh K. Gupta 001 (IEEE Trans. Very Large Scale Integr. Syst., 2005)

Statistical properties of loaded wireless multicarrier systems. - Curt Schurgers; Mani B. Srivastava (IEEE Trans. Wirel. Commun., 2005)

Sensor Networks: From Smart Dust to Multi-scale, Multi-modal, Multi-user Observing Systems. - Mani B. Srivastava (ADHOC-NOW, 2006)

Harvesting aware power management for sensor networks. - Aman Kansal; Jason Hsu; Mani B. Srivastava; Vijay Raghunathan (DAC, 2006)

Multi-level software reconfiguration for sensor networks. - Rahul Balani; Chih-Chieh Han; Ram Kumar Rengaswamy; Ilias Tsigkogiannis; Mani B. Srivastava (EMSOFT, 2006)

Network System Challenges in Selective Sharing and Verification for Personal, Social, and Urban-Scale Sensing Applications. - Andrew Parker 001; Sasank Reddy; Thomas Schmid 002; Kevin K. Chang; Saurabh Ganeriwal; Mani B. Srivastava; Mark H. Hansen; Jeff Burke; Deborah Estrin; Mark Allman; Vern Paxson (HotNets, 2006)

Secure Localization with Hidden and Mobile Base Stations. - Srdjan Capkun; Mario Cagalj; Mani B. Srivastava (INFOCOM, 2006)

Adaptive duty cycling for energy harvesting systems. - Jason Hsu; Sadaf Zahedi; Aman Kansal; Mani B. Srivastava; Vijay Raghunathan (ISLPED, 2006)

Software radio implementation of short-range wireless standards for sensor networking. - Thomas Schmid 002; Tad Dreier; Mani B. Srivastava (WiNTECH, 2006)

Towards Balancing Medium Access Energy Trade-Offs in Wireless Sensor Networks. - Siddhartha K. Goel; Tamer A. ElBatt; Mani B. Srivastava (MobiQuitous, 2006)

Virtual high-resolution for sensor networks. - Aman Kansal; William J. Kaiser; Gregory J. Pottie; Mani B. Srivastava; Gaurav S. Sukhatme (SenSys, 2006)

Integrity (I) Codes: Message Integrity Protection and Authentication Over Insecure Channels. - Mario Cagalj; Jean-Pierre Hubaux; Srdjan Capkun; Ram Kumar Rengaswamy; Ilias Tsigkogiannis; Mani B. Srivastava (S&P, 2006)

Emerging techniques for long lived wireless sensor networks. - Vijay Raghunathan; Saurabh Ganeriwal; Mani B. Srivastava (IEEE Commun. Mag., 2006)

Embedding expression: Pervasive computing architecture for art and entertainment. - Jeff Burke; Jonathan Friedman; Eitan Mendelowitz; Heemin Park; Mani B. Srivastava (Pervasive Mob. Comput., 2006)

Controllably Mobile Infrastructure for Low Energy Embedded Networks. - Arun A. Somasundara; Aman Kansal; David Jea; Deborah Estrin; Mani B. Srivastava (IEEE Trans. Mob. Comput., 2006)

Approximate Data Collection using Resolution Control based on Context. - David Jea; Winston H. Wu; William J. Kaiser; Mani B. Srivastava (BSN, 2007)

The Development of an In-Vivo Active Pressure Monitoring System. - Chihkang Lin; David Jea; Foad Dabiri; Tammara Massey; Robert Tan; Majid Sarrafzadeh; Mani B. Srivastava; Peter G. Schulam; Jacob Schmidt; Carlos Montemagno (BSN, 2007)

A System For Coarse Grained Memory Protection In Tiny Embedded Processors. - Ram Kumar 001; Akhilesh Singhania; Andrew Castner; Eddie Kohler; Mani B. Srivastava (DAC, 2007)

Exploring Tradeoffs in Accuracy, Energy and Latency of Scale Invariant Feature Transform in Wireless Camera Networks. - Teresa Ko; Zainul Charbiwala; Shaun Ahmadian; Mohammad H. Rahimi; Mani B. Srivastava; Stefano Soatto; Deborah Estrin (ICDSC, 2007)

Harbor: software-based memory protection for sensor nodes. - Ram Kumar 001; Eddie Kohler; Mani B. Srivastava (IPSN, 2007)

Design and implementation of a wireless sensor network for intelligent light control. - Heemin Park; Jeff Burke; Mani B. Srivastava (IPSN, 2007)

Movement Analysis in Rock-Climbers. - Thomas Schmid 002; Roy Shea; Jonathan Friedman; Mani B. Srivastava (IPSN, 2007)

SenQ: a scalable simulation and emulation environment for sensor networks. - Maneesh Varshney; Defeng Xu; Mani B. Srivastava; Rajive L. Bagrodia (IPSN, 2007)

An experimental study of network performance impact of increased latency in software defined radios. - Thomas Schmid 002; Oussama Sekkat; Mani B. Srivastava (WiNTECH, 2007)

Context-aware access to public shared devices. - David Jea; Ian Yap; Mani B. Srivastava (HealthNet, 2007)

A framework for data quality and feedback in participatory sensing. - Sasank Reddy; Jeff Burke; Deborah Estrin; Mark H. Hansen; Mani B. Srivastava (SenSys, 2007)

SensorWare: Programming sensor networks beyond code update and querying. - Athanassios Boulis; Chih-Chieh Han; Roy Shea; Mani B. Srivastava (Pervasive Mob. Comput., 2007)

Special note from the editors. - Andreas Savvides; Richard Martin; Mani B. Srivastava (ACM SIGMOBILE Mob. Comput. Commun. Rev., 2007)

Power management in energy harvesting sensor networks. - Aman Kansal; Jason Hsu; Sadaf Zahedi; Mani B. Srivastava (ACM Trans. Embed. Comput. Syst., 2007)

Mobile Element Scheduling with Dynamic Deadlines. - Arun A. Somasundara; Aditya Ramamoorthy; Mani B. Srivastava (IEEE Trans. Mob. Comput., 2007)

Reconfiguration methods for mobile sensor networks. - Aman Kansal; William J. Kaiser; Gregory J. Pottie; Mani B. Srivastava; Gaurav S. Sukhatme (ACM Trans. Sens. Networks, 2007)

Securing Timing Synchronization in Sensor Networks. - Srdjan Capkun; Saurabh Ganeriwal; Simon Han; Mani B. Srivastava (Secure Localization and Time Synchronization for Wireless Sensor and Ad Hoc Networks, 2007)

Information Quality aware sensor network services. - Sadaf Zahedi; Edith C. H. Ngai; Erol Gelenbe; Dinkar Mylaraswamy; Mani B. Srivastava (ACSCC, 2008)

Low-power high-accuracy timing systems for efficient duty cycling. - Thomas Schmid 002; Jonathan Friedman; Zainul Charbiwala; Young H. Cho; Mani B. Srivastava (ISLPED, 2008)

Determining transportation mode on mobile phones. - Sasank Reddy; Jeff Burke; Deborah Estrin; Mark H. Hansen; Mani B. Srivastava (ISWC, 2008)

The True Cost of Accurate Time. - Thomas Schmid 002; Zainul Charbiwala; Jonathan Friedman; Mani B. Srivastava; Young H. Cho (HotPower, 2008)

Participatory design of sensing networks: strengths and challenges. - Katie Shilton; Nithya Ramanathan; Sasank Reddy; Vidyut Samanta; Jeff Burke; Deborah Estrin; Mark H. Hansen; Mani B. Srivastava (PDC, 2008)

NAWMS: nonintrusive autonomous water monitoring system. - Younghun Kim; Thomas Schmid 002; Zainul Charbiwala; Jonathan Friedman; Mani B. Srivastava (SenSys, 2008)

Application-specific trace compression for low bandwidth trace logging. - Roy Shea; Young H. Cho; Mani B. Srivastava (SenSys, 2008)

Exploiting manufacturing variations for compensating environment-induced clock drift in time synchronization. - Thomas Schmid 002; Zainul Charbiwala; Jonathan Friedman; Young H. Cho; Mani B. Srivastava (SIGMETRICS, 2008)

Integrity Codes: Message Integrity Protection and Authentication over Insecure Channels. - Srdjan Capkun; Mario Cagalj; Ram Kumar Rengaswamy; Ilias Tsigkogiannis; Jean-Pierre Hubaux; Mani B. Srivastava (IEEE Trans. Dependable Secur. Comput., 2008)

Secure Time Synchronization in Sensor Networks. - Saurabh Ganeriwal; Christina Pöpper; Srdjan Capkun; Mani B. Srivastava (ACM Trans. Inf. Syst. Secur., 2008)

Secure Location Verification with Hidden and Mobile Base Stations. - Srdjan Capkun; Kasper Bonne Rasmussen; Mario Cagalj; Mani B. Srivastava (IEEE Trans. Mob. Comput., 2008)

Editorial: A Message from the New Editor-in-Chief. - Mani B. Srivastava (IEEE Trans. Mob. Comput., 2008)

EIC Editorial. - Mani B. Srivastava (IEEE Trans. Mob. Comput., 2008)

Reputation-based framework for high integrity sensor networks. - Saurabh Ganeriwal; Laura Balzano; Mani B. Srivastava (ACM Trans. Sens. Networks, 2008)

Actuation-Assisted Localization of Distributed Camera Sensor Networks. - Mohammad H. Rahimi; Jeff Mascia; Juo-Yu Lee; Mani B. Srivastava (Multi-Camera Networks, 2009)

Building principles for a quality of information specification for sensor information. - Chatschik Bisdikian; Lance M. Kaplan; Mani B. Srivastava; David J. Thornley; Dinesh C. Verma; Robert I. Young (FUSION, 2009)

ViridiScope: design and implementation of a fine grained power monitoring system for homes. - Younghun Kim; Thomas Schmid 002; Zainul Charbiwala; Mani B. Srivastava (UbiComp, 2009)

MobiSense - mobile network services for coordinated participatory sensing. - Sasank Reddy; Vidyut Samanta; Jeff Burke; Deborah Estrin; Mark H. Hansen; Mani B. Srivastava (ISADS, 2009)

Energy efficient sampling for event detection in wireless sensor networks. - Zainul Charbiwala; Younghun Kim; Sadaf Zahedi; Jonathan Friedman; Mani B. Srivastava (ISLPED, 2009)

Using Context Annotated Mobility Profiles to Recruit Data Collectors in Participatory Sensing. - Sasank Reddy; Katie Shilton; Jeff Burke; Deborah Estrin; Mark H. Hansen; Mani B. Srivastava (LoCA, 2009)

SewerSnort: A Drifting Sensor for In-situ Sewer Gas Monitoring. - Jihyoung Kim; Jung Soo Lim; Jonathan Friedman; Uichin Lee; Luiz Filipe M. Vieira; Diego Rosso; Mario Gerla; Mani B. Srivastava (SECON, 2009)

Low-power high-precision timing hardware for sensor networks. - Thomas Schmid 002; Dustin Torres; Mani B. Srivastava (SenSys, 2009)

Software-defined underwater acoustic networking platform. - Dustin Torres; Jonathan Friedman; Thomas Schmid 002; Mani B. Srivastava (WUWNet, 2009)

Temperature Compensated Time Synchronization. - Thomas Schmid 002; Zainul Charbiwala; Roy Shea; Mani B. Srivastava (IEEE Embed. Syst. Lett., 2009)

Optimizing Bandwidth of Call Traces for Wireless Embedded Systems. - Roy Shea; Mani B. Srivastava; Young Cho (IEEE Embed. Syst. Lett., 2009)

Intelligent Lighting Control using Wireless Sensor Networks for Media Production. - Heemin Park; Jeff Burke; Mani B. Srivastava (KSII Trans. Internet Inf. Syst., 2009)

Body Area Networking: Technology and Applications. - Carlos Cordeiro 001; Romano Fantacci; Sandeep K. Gupta; Joseph A. Paradiso; Asim Smailagic; Mani B. Srivastava (IEEE J. Sel. Areas Commun., 2009)

Estimating clock uncertainty for efficient duty-cycling in sensor networks. - Saurabh Ganeriwal; Ilias Tsigkogiannis; Hohyun Shim; Vlasios Tsiatsis; Mani B. Srivastava; Deepak Ganesan (IEEE/ACM Trans. Netw., 2009)

Sensor network data fault types. - Kevin Ni; Nithya Ramanathan; Mohamed Nabil Hajj Chehade; Laura Balzano; Sheela Nair; Sadaf Zahedi; Eddie Kohler; Gregory J. Pottie; Mark H. Hansen; Mani B. Srivastava (ACM Trans. Sens. Networks, 2009)

Biketastic: sensing and mapping for better biking. - Sasank Reddy; Katie Shilton; Gleb Denisov; Christian Cenizal; Deborah Estrin; Mani B. Srivastava (CHI, 2010)

Scoped identifiers for efficient bit aligned logging. - Roy Shea; Mani B. Srivastava; Young Cho (DATE, 2010)

Design and Implementation of a Robust Sensor Data Fusion System for Unknown Signals. - Younghun Kim; Thomas Schmid 002; Mani B. Srivastava (DCOSS, 2010)

Disentangling wireless sensing from mesh networking. - Thomas Schmid 002; Roy Shea; Mani B. Srivastava; Prabal Dutta (HotEmNets, 2010)

Examining micro-payments for participatory sensing data collections. - Sasank Reddy; Deborah Estrin; Mark H. Hansen; Mani B. Srivastava (UbiComp, 2010)

Compressive Oversampling for Robust Data Transmission in Sensor Networks. - Zainul Charbiwala; Supriyo Chakraborty; Sadaf Zahedi; Younghun Kim; Ting He 001; Chatschik Bisdikian; Mani B. Srivastava (INFOCOM, 2010)

High-resolution, low-power time synchronization an oxymoron no more. - Thomas Schmid 002; Prabal Dutta; Mani B. Srivastava (IPSN, 2010)

Recruitment Framework for Participatory Sensing Data Collections. - Sasank Reddy; Deborah Estrin; Mani B. Srivastava (Pervasive, 2010)

Quality Tradeoffs in Object Tracking with Duty-Cycled Sensor Networks. - Sadaf Zahedi; Mani B. Srivastava; Chatschik Bisdikian; Lance M. Kaplan (RTSS, 2010)

Granger causality analysis on IP traffic and circuit-level energy monitoring. - Younghun Kim; Rahul Balani; Han Zhao; Mani B. Srivastava (BuildSys@SenSys, 2010)

SensLoc: sensing everyday places and paths using less energy. - Donnie H. Kim; Younghun Kim; Deborah Estrin; Mani B. Srivastava (SenSys, 2010)

A case against routing-integrated time synchronization. - Thomas Schmid 002; Zainul Charbiwala; Zafeiria Anagnostopoulou; Mani B. Srivastava; Prabal Dutta (SenSys, 2010)

Brief Announcement: Configuration of Actuated Camera Networks for Multi-target Coverage. - Matthew P. Johnson 001; Amotz Bar-Noy; Mani B. Srivastava (SSS, 2010)

A biomimetic quasi-static electric field physical channel for underwater ocean networks. - Jonathan Friedman; Dustin Torres; Thomas Schmid 002; Juyao Ivy Dong; Mani B. Srivastava (WUWNet, 2010)

Simple wireless sensor networking solutions. - Mischa Dohler; Kris Pister; Wendi Rabiner Heinzelman; Mani B. Srivastava; Ivan Stojmenovic; Kay Römer; Martha Steenstrup (IEEE J. Sel. Areas Commun., 2010)

Wireless Sensor Networks for Healthcare. - JeongGil Ko; Chenyang Lu 001; Mani B. Srivastava; John A. Stankovic; Andreas Terzis; Matt Welsh (Proc. IEEE, 2010)

State of the Transactions. - Mani B. Srivastava (IEEE Trans. Mob. Comput., 2010)

Editorial: Inttroduction of New Associate Editors. - Mani B. Srivastava (IEEE Trans. Mob. Comput., 2010)

Using mobile phones to determine transportation modes. - Sasank Reddy; Min Y. Mun; Jeff Burke; Deborah Estrin; Mark H. Hansen; Mani B. Srivastava (ACM Trans. Sens. Networks, 2010)

On the interaction of clocks, power, and synchronization in duty-cycled embedded sensor nodes. - Thomas Schmid 002; Roy Shea; Zainul Charbiwala; Jonathan Friedman; Mani B. Srivastava; Young H. Cho (ACM Trans. Sens. Networks, 2010)

Compressive Sensing of Neural Action Potentials Using a Learned Union of Supports. - Zainul Charbiwala; Vaibhav Karkare; Sarah Gibson; Dejan Markovic; Mani B. Srivastava (BSN, 2011)

Privacy risks emerging from the adoption of innocuous wearable sensors in the mobile environment. - Andrew Raij; Animikh Ghosh; Santosh Kumar 001; Mani B. Srivastava (CHI, 2011)

Variability-aware duty cycle scheduling in long running embedded sensing systems. - Lucas Francisco Wanner; Rahul Balani; Sadaf Zahedi; Charwak Apte; Puneet Gupta 001; Mani B. Srivastava (DATE, 2011)

Programming Support for Distributed Optimization and Control in Cyber-Physical Systems. - Rahul Balani; Lucas Francisco Wanner; Jonathan Friedman; Mani B. Srivastava; Kaisen Lin; Rajesh K. Gupta 001 (ICCPS, 2011)

Demystifying privacy in sensory data: A QoI based approach. - Supriyo Chakraborty; Haksoo Choi; Mani B. Srivastava (PerCom Workshops, 2011)

SensorSafe: A Framework for Privacy-Preserving Management of Personal Sensory Information. - Haksoo Choi; Supriyo Chakraborty; Zainul Charbiwala; Mani B. Srivastava (Secure Data Management, 2011)

Distributed coordination for fast iterative optimization in wireless sensor/actuator networks. - Rahul Balani; Mohamed Nabil Hajj Chehade; Supriyo Chakraborty; Mani B. Srivastava (SECON, 2011)

OppSense: Information sharing for mobile phones in sensing field with data repositories. - Edith C. H. Ngai; He Huang; Jiangchuan Liu; Mani B. Srivastava (SECON, 2011)

Cooperative state estimation for preserving privacy of user behaviors in smart grid. - Younghun Kim; Edith C. H. Ngai; Mani B. Srivastava (SmartGridComm, 2011)

Filters that remember: duty cycling analog circuits for long term medical monitoring. - Zainul Charbiwala; Jonathan Friedman; Mani B. Srivastava; Benjamin Kuris (Wireless Health, 2011)

Considerations for the design of an epipelagic biomimetic electrostatic imaging element. - Jonathan Friedman; Henry Herman; Newton Truong; Mani B. Srivastava; Juyao Ivy Dong; Dustin Torres (WUWNet, 2011)

Editorial: Farewell and Introduction to the New Editor-in-Chief. - Mani B. Srivastava (IEEE Trans. Mob. Comput., 2011)

Model-based context privacy for personal data streams. - Supriyo Chakraborty; Kasturi Rangan Raghavan; Mani B. Srivastava; Harris Teague (CCS, 2012)

Resource Allocation with Stochastic Demands. - Fangfei Chen; Thomas La Porta; Mani B. Srivastava (DCOSS, 2012)

Balancing value and risk in information sharing through obfuscation. - Supriyo Chakraborty; Kasturi Rangan Raghavan; Mani B. Srivastava; Chatschik Bisdikian; Lance M. Kaplan (FUSION, 2012)

CapMux: A scalable analog front end for low power compressed sensing. - Zainul Charbiwala; Paul D. Martin 001; Mani B. Srivastava (IGCC, 2012)

Low-cost estimation of sub-system power. - Yuwen Sun; Lucas Francisco Wanner; Mani B. Srivastava (IGCC, 2012)

Context-aware sensor data dissemination for mobile users in remote areas. - Edith C. H. Ngai; Mani B. Srivastava; Jiangchuan Liu (INFOCOM, 2012)

MiDebug: microcontroller integrated development and debugging environment. - Chenguang Shen; Henry Herman; Zainul Charbiwala; Mani B. Srivastava (IPSN, 2012)

Trust and obfuscation principles for quality of information in emerging pervasive environments. - Chatschik Bisdikian; Murat Sensoy; Timothy J. Norman; Mani B. Srivastava (PerCom Workshops, 2012)

SensorAct: a privacy and security aware federated middleware for building management. - Pandarasamy Arjunan; Nipun Batra 001; Haksoo Choi; Amarjeet Singh 001; Pushpendra Singh 001; Mani B. Srivastava (BuildSys@SenSys, 2012)

DoubleDip: leveraging thermoelectric harvesting for low power monitoring of sporadic water use. - Paul D. Martin 001; Zainul Charbiwala; Mani B. Srivastava (SenSys, 2012)

Low-cost appliance state sensing for energy disaggregation. - Tianji Wu; Mani B. Srivastava (BuildSys@SenSys, 2012)

An obfuscation framework for controlling value of information during sharing. - Supriyo Chakraborty; Kasturi Rangan Raghavan; Mani B. Srivastava; Chatschik Bisdikian; Lance M. Kaplan (SSP, 2012)

Design and Evaluation of SensorSafe: A Framework for Achieving Behavioral Privacy in Sharing Personal Sensory Information. - Haksoo Choi; Supriyo Chakraborty; Mani B. Srivastava (TrustCom, 2012)

Tutorial T6: Variability-resistant Software and Hardware for Nano-Scale Computing. - Nikil D. Dutt; Mani B. Srivastava; Rajesh Gupta 001; Subhasish Mitra (VLSI Design, 2012)

Realtime in-ocean submerged collision avoidance via biomimetic electrostatic imaging. - Jonathan Friedman; Henry Herman; Newton Truong; Young H. Cho; Mani B. Srivastava (WUWNet, 2012)

From measurements to sustainable choices [Persepectives]. - Mani B. Srivastava (IEEE Des. Test Comput., 2012)

Balancing behavioral privacy and information utility in sensory data flows. - Supriyo Chakraborty; Zainul Charbiwala; Haksoo Choi; Kasturi Rangan Raghavan; Mani B. Srivastava (Pervasive Mob. Comput., 2012)

A longitudinal study of vibration-based water flow sensing. - Younghun Kim; Heemin Park; Mani B. Srivastava (ACM Trans. Sens. Networks, 2012)

A phantom study of tumor localization using biomimetic electrostatic imaging. - Jonathan Friedman; Peyman Golshani; Young H. Cho; Mani B. Srivastava (BMEI, 2013)

VarEMU: An emulation testbed for variability-aware software. - Lucas Francisco Wanner; Salma Elmalaki 001; Liangzhen Lai; Puneet Gupta 001; Mani B. Srivastava (CODES+ISSS, 2013)

Minimax control for cyber-physical systems under network packet scheduling attacks. - Yasser Shoukry; José Araujo; Paulo Tabuada; Mani B. Srivastava; Karl Henrik Johansson (HiCoNS, 2013)

PUCAA: 1st international workshop on pervasive urban crowdsensing architecture and applications. - Zhixian Yan; Nilanjan Banerjee; Dipanjan Chakraborty 001; Archan Misra; Mani B. Srivastava; Sumit Mittal (UbiComp (Adjunct Publication), 2013)

Towards analyzing and improving robustness of software applications to intermittent and permanent faults in hardware. - Ankur Sharma; Joseph Sloan; Lucas Francisco Wanner; Salma Elmalaki 001; Mani B. Srivastava; Puneet Gupta 001 (ICCD, 2013)

Protecting data against unwanted inferences. - Supriyo Chakraborty; Nicolas Bitouze; Mani B. Srivastava; Lara Dolecek (ITW, 2013)

Intelligent devices and smart spaces. - Peter Marx; Mani B. Srivastava; Scott Hotes; Scott Watson; Vidya Narayanan 003 (PerCom, 2013)

Balancing behavioral privacy and information utility in pervasive sensing. - Mani B. Srivastava (PerCom Workshops, 2013)

It's Different: Insights into home energy consumption in India. - Nipun Batra 001; Manoj Gulati; Amarjeet Singh 001; Mani B. Srivastava (BuildSys@SenSys, 2013)

Occupancy inferencing from non-intrusive data sources. - Kevin Ting; Richard Yu; Mani B. Srivastava (BuildSys@SenSys, 2013)

Exploiting processor heterogeneity for energy efficient context inference on mobile phones. - Chenguang Shen; Supriyo Chakraborty; Kasturi Rangan Raghavan; Haksoo Choi; Mani B. Srivastava (HotPower@SOSP, 2013)

A framework for context-aware privacy of sensor data on mobile systems. - Supriyo Chakraborty; Kasturi Rangan Raghavan; Matthew P. Johnson 001; Mani B. Srivastava (HotMobile, 2013)

SewerSnort: A drifting sensor for in situ Wastewater Collection System gas monitoring. - Jung Soo Lim; Jihyoung Kim; Jonathan Friedman; Uichin Lee; Luiz Filipe M. Vieira; Diego Rosso; Mario Gerla; Mani B. Srivastava (Ad Hoc Networks, 2013)

Mobile Health: Revolutionizing Healthcare Through Transdisciplinary Research. - Santosh Kumar 001; Wendy Nilsen; Misha Pavel; Mani B. Srivastava (Computer, 2013)

Underdesigned and Opportunistic Computing in Presence of Hardware Variability. - Puneet Gupta 001; Yuvraj Agarwal; Lara Dolecek; Nikil D. Dutt; Rajesh K. Gupta 001; Rakesh Kumar 002; Subhasish Mitra; Alexandru Nicolau; Tajana Simunic Rosing; Mani B. Srivastava; Steven Swanson; Dennis Sylvester (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2013)

On the quality and value of information in sensor networks. - Chatschik Bisdikian; Lance M. Kaplan; Mani B. Srivastava (ACM Trans. Sens. Networks, 2013)

Hardware Variability-Aware Duty Cycling for Embedded Sensors. - Lucas Francisco Wanner; Charwak Apte; Rahul Balani; Puneet Gupta 001; Mani B. Srivastava (IEEE Trans. Very Large Scale Integr. Syst., 2013)

Argumentation-based collaborative intelligence analysis in CISpaces. - Alice Toniolo; Timothy Dropps; Wentao Robin Ouyang; John A. Allen; Timothy J. Norman; Nir Oren; Mani B. Srivastava; Paul Sullivan (COMMA, 2014)

In Sensors We Trust - A Realistic Possibility? - Mani Srivastava 001 (DCOSS, 2014)

NILMTK: an open source toolkit for non-intrusive load monitoring. - Nipun Batra 001; Jack Kelly; Oliver Parson; Haimonti Dutta; William J. Knottenbelt; Alex Rogers; Amarjeet Singh 001; Mani B. Srivastava (e-Energy, 2014)

A Case for Battery Charging-Aware Power Management and Deferrable Task Scheduling in Smartphones. - Salma Elmalaki 001; Mark Gottscho; Puneet Gupta 001; Mani B. Srivastava (HotPower, 2014)

ViRUS: Virtual Function Replacement Under Stress. - Lucas Francisco Wanner; Mani B. Srivastava (HotPower, 2014)

Towards a rich sensing stack for IoT devices. - Chenguang Shen; Haksoo Choi; Supriyo Chakraborty; Mani B. Srivastava (ICCAD, 2014)

Poster: M-Seven: monitoring smoking event by considering time sequence information via iPhone M7 API. - Bo-Jhang Ho; Mani B. Srivastava (MobiSys, 2014)

ipShield: A Framework For Enforcing Context-Aware Privacy. - Supriyo Chakraborty; Chenguang Shen; Kasturi Rangan Raghavan; Yasser Shoukry; Matt Millar; Mani B. Srivastava (NSDI, 2014)

Inferring occupancy from opportunistically available sensor data. - Longqi Yang; Kevin Ting; Mani B. Srivastava (PerCom, 2014)

Social spring: encounter-based path refinement for indoor tracking systems. - Paul D. Martin 001; Yasser Shoukry; Prashanth Swaminathan; Wentao Robin Ouyang; Mani B. Srivastava (BuildSys, 2014)

NILMTK v0.2: a non-intrusive load monitoring toolkit for large scale data sets: demo abstract. - Jack Kelly; Nipun Batra 001; Oliver Parson; Haimonti Dutta; William J. Knottenbelt; Alex Rogers; Amarjeet Singh 001; Mani B. Srivastava (BuildSys, 2014)

An iBeacon primer for indoor localization: demo abstract. - Paul Martin 008; Bo-Jhang Ho; Nicholas Grupen; Samuel Muñoz; Mani B. Srivastava (BuildSys, 2014)

Data Driven Energy Efficiency in Buildings. - Nipun Batra 001; Amarjeet Singh 001; Pushpendra Singh 001; Haimonti Dutta; Venkatesh Sarangan; Mani B. Srivastava (CoRR, 2014)

NILMTK v0.2: A Non-intrusive Load Monitoring Toolkit for Large Scale Data Sets. - Jack Kelly; Nipun Batra 001; Oliver Parson; Haimonti Dutta; William J. Knottenbelt; Alex Rogers; Amarjeet Singh 001; Mani B. Srivastava (CoRR, 2014)

Inference management, trust and obfuscation principles for quality of information in emerging pervasive environments. - Chatschik Bisdikian; Christopher Gibson; Supriyo Chakraborty; Mani B. Srivastava; Murat Sensoy; Timothy J. Norman (Pervasive Mob. Comput., 2014)

Distributed programming framework for fast iterative optimization in networked cyber-physical systems. - Rahul Balani; Lucas Francisco Wanner; Mani B. Srivastava (ACM Trans. Embed. Comput. Syst., 2014)

Bio-inspired underwater electrolocation through adaptive system identification. - Newton Truong; Yasser Shoukry; Mani B. Srivastava (ACC, 2015)

Enabling Intelligence Analysis through Agent-Support: the CISpaces Toolkit. - Alice Toniolo; Hengfei Li; Timothy J. Norman; Nir Oren; Wentao Robin Ouyang; Mani B. Srivastava; Timothy Dropps; John A. Allen; Paul Sullivan (AAMAS, 2015)

Supporting Reasoning with Different Types of Evidence in Intelligence Analysis. - Alice Toniolo; Timothy J. Norman; Anthony Etuk; Federico Cerutti 001; Wentao Robin Ouyang; Mani B. Srivastava; Nir Oren; Timothy Dropps; John A. Allen; Paul Sullivan (AAMAS, 2015)

PyCRA: Physical Challenge-Response Authentication For Active Sensors Under Spoofing Attacks. - Yasser Shoukry; Paul Martin 008; Yair Yona; Suhas N. Diggavi; Mani B. Srivastava (CCS, 2015)

AnonyCast: privacy-preserving location distribution for anonymous crowd tracking systems. - Takamasa Higuchi; Paul Martin 008; Supriyo Chakraborty; Mani B. Srivastava (UbiComp, 2015)

Debiasing crowdsourced quantitative characteristics in local businesses and services. - Wentao Robin Ouyang; Lance M. Kaplan; Paul Martin 008; Alice Toniolo; Mani B. Srivastava; Timothy J. Norman (IPSN, 2015)

From Pressure to Path: Barometer-based Vehicle Tracking. - Bo-Jhang Ho; Paul D. Martin 001; Prashanth Swaminathan; Mani B. Srivastava (BuildSys, 2015)

SensorAct: A Decentralized and Scriptable Middleware for Smart Energy Buildings. - Pandarasamy Arjunan; Manaswi Saha; Haksoo Choi; Manoj Gulati; Amarjeet Singh 001; Pushpendra Singh 001; Mani B. Srivastava (UIC/ATC/ScalCom, 2015)

Software-defined underwater acoustic networking platform and its applications. - Dustin Torres; Jonathan Friedman; Thomas Schmid 002; Mani B. Srivastava; Youngtae Noh; Mario Gerla (Ad Hoc Networks, 2015)

Non-invasive Spoofing Attacks for Anti-lock Braking Systems. - Yasser Shoukry; Paul D. Martin 001; Paulo Tabuada; Mani B. Srivastava (IACR Cryptol. ePrint Arch., 2015)

NSF expedition on variability-aware software: Recent results and contributions. - Lucas Francisco Wanner; Liangzhen Lai; Abbas Rahimi; Mark Gottscho; Pietro Mercati; Chu-Hsiang Huang; Frederic Sala; Yuvraj Agarwal; Lara Dolecek; Nikil D. Dutt; Puneet Gupta 001; Rajesh K. Gupta 001; et al. (it Inf. Technol., 2015)

Center of excellence for mobile sensor data-to-knowledge (MD2K). - Santosh Kumar 001; Gregory D. Abowd; William T. Abraham; Mustafa al'Absi; J. Gayle Beck; Duen Horng Chau; Tyson Condie; David E. Conroy; Emre Ertin; Deborah Estrin; Deepak Ganesan; Cho Lam; et al. (J. Am. Medical Informatics Assoc., 2015)

OpenBAN: An Open Building ANalytics Middleware for Smart Buildings. - Pandarasamy Arjunan; Mani B. Srivastava; Amarjeet Singh 001; Pushpendra Singh 001 (EAI Endorsed Trans. Scalable Inf. Syst., 2015)

Runtime Optimization of System Utility with Variable Hardware. - Paul Martin 008; Lucas Francisco Wanner; Mani B. Srivastava (ACM Trans. Embed. Comput. Syst., 2015)

Privacy-aware quadratic optimization using partially homomorphic encryption. - Yasser Shoukry; Konstantinos Gatsis; Amr Al-Anwar 001; George J. Pappas; Sanjit A. Seshia; Mani B. Srivastava; Paulo Tabuada (CDC, 2016)

CryptoImg: Privacy preserving processing over encrypted images. - M. Tarek Ibn Ziad; Amr Al-Anwar 001; Moustafa Alzantot; Mani B. Srivastava (CNS, 2016)

Realizing Uncertainty-Aware Timing Stack in Embedded Operating System. - Amr Al-Anwar 001; Fatima M. Anwar 001; João P. Hespanha 001; Mani B. Srivastava (EWiLi, 2016)

mSieve: differential behavioral privacy in time series of mobile sensor data. - Nazir Saleheen; Supriyo Chakraborty; Nasir Ali; Md. Mahbubur Rahman; Syed Monowar Hossain; Rummana Bari; Eugene H. Buder; Mani B. Srivastava; Santosh Kumar 001 (UbiComp, 2016)

Timeline: An Operating System Abstraction for Time-Aware Applications. - Fatima M. Anwar 001; Sandeep D'Souza; Andrew Symington; Adwait Dongare; Ragunathan Rajkumar; Anthony Rowe 001; Mani B. Srivastava (RTSS, 2016)

Brick: Towards a Unified Metadata Schema For Buildings. - Bharathan Balaji; Arka Aloke Bhattacharya; Gabriel Fierro; Jingkun Gao; Joshua Gluck; Dezhi Hong; Aslak Johansen; Jason Koh; Joern Ploennigs; Yuvraj Agarwal; Mario Berges; David E. Culler; et al. (BuildSys, 2016)

Portable Queries Using the Brick Schema for Building Applications: Demo Abstract. - Bharathan Balaji; Arka Aloke Bhattacharya; Gabe Fierro; Jingkun Gao; Joshua Gluck; Dezhi Hong; Aslak Johansen; Jason Koh; Joern Ploennigs; Yuvraj Agarwal; Mario Berges; David E. Culler; et al. (BuildSys, 2016)

Attack Resilience and Recovery using Physical Challenge Response Authentication for Active Sensors Under Integrity Attacks. - Yasser Shoukry; Paul Martin 008; Yair Yona; Suhas N. Diggavi; Mani B. Srivastava (CoRR, 2016)

CAreDroid: Adaptation Framework for Android Context-Aware Applications. - Salma Elmalaki 001; Lucas Francisco Wanner; Mani B. Srivastava (GetMobile Mob. Comput. Commun., 2016)

Aggregating Crowdsourced Quantitative Claims: Additive and Multiplicative Models. - Wentao Robin Ouyang; Lance M. Kaplan; Alice Toniolo; Mani B. Srivastava; Timothy J. Norman (IEEE Trans. Knowl. Data Eng., 2016)

Truth Discovery in Crowdsourced Detection of Spatial Events. - Wentao Robin Ouyang; Mani B. Srivastava; Alice Toniolo; Timothy J. Norman (IEEE Trans. Knowl. Data Eng., 2016)

Parallel and Streaming Truth Discovery in Large-Scale Quantitative Crowdsourcing. - Wentao Robin Ouyang; Lance M. Kaplan; Alice Toniolo; Mani B. Srivastava; Timothy J. Norman (IEEE Trans. Parallel Distributed Syst., 2016)

Exploiting Synchrony in Replicated State Machines. - Zhou Fang; Mulong Luo; Mani B. Srivastava; Rajesh K. Gupta 001 (CLOUD, 2017)

mCerebrum and Cerebral Cortex: A Real-time Collection, Analytic, and Intervention Platform for High-frequency Mobile Sensor Data. - Timothy Hnat; Syed Monowar Hossain; Nasir Ali; Simona Carini; Tyson Condie; Ida Sim; Mani B. Srivastava; Santosh Kumar 001 (AMIA, 2017)

LightSpy: Optical eavesdropping on displays using light sensors on mobile devices. - Supriyo Chakraborty; Wentao Robin Ouyang; Mani B. Srivastava (IEEE BigData, 2017)

Node localization based on distributed constrained optimization using Jacobi's method. - Henrique Ferraz; Amr Alanwar 001; Mani B. Srivastava; João P. Hespanha 001 (CDC, 2017)

Mitigating multi-tenant interference on mobile offloading servers: poster abstract. - Zhou Fang; Mulong Luo; Tong Yu 001; Ole J. Mengshoel; Mani B. Srivastava; Rajesh K. Gupta 001 (SoCC, 2017)

Binarized Convolutional Neural Networks with Separable Filters for Efficient Hardware Acceleration. - Jeng-Hau Lin; Tianwei Xing; Ritchie Zhao; Zhiru Zhang; Mani B. Srivastava; Zhuowen Tu; Rajesh K. Gupta 001 (CVPR Workshops, 2017)

Accelerating Binarized Convolutional Neural Networks with Software-Programmable FPGAs. - Ritchie Zhao; Weinan Song; Wentao Zhang; Tianwei Xing; Jeng-Hau Lin; Mani B. Srivastava; Rajesh Gupta 001; Zhiru Zhang (FPGA, 2017)

Deep learning for situational understanding. - Supriyo Chakraborty; Alun D. Preece; Moustafa Alzantot; Tianwei Xing; Dave Braines; Mani B. Srivastava (FUSION, 2017)

Emu: engagement modeling for user studies. - Bo-Jhang Ho; Bharathan Balaji; Nima Nikzad; Mani B. Srivastava (UbiComp/ISWC Adjunct, 2017)

SeleCon: Scalable IoT Device Selection and Control Using Hand Gestures. - Amr Al-Anwar 001; Moustafa Alzantot; Bo-Jhang Ho; Paul Martin 008; Mani B. Srivastava (IoTDI, 2017)

PrOLoc: resilient localization with private observers using partial homomorphic encryption: demo abstract. - Amr Al-Anwar 001; Yasser Shoukry; Supriyo Chakraborty; Bharathan Balaji; Paul Martin 008; Paulo Tabuada; Mani B. Srivastava (IPSN, 2017)

PrOLoc: resilient localization with private observers using partial homomorphic encryption. - Amr Al-Anwar 001; Yasser Shoukry; Supriyo Chakraborty; Paul Martin 008; Paulo Tabuada; Mani B. Srivastava (IPSN, 2017)

D-SLATS: Distributed Simultaneous Localization and Time Synchronization. - Amr Al-Anwar 001; Henrique Ferraz; Kevin Hsieh; Rohit Thazhath; Paul Martin 008; João Pedro Hespanha; Mani B. Srivastava (MobiHoc, 2017)

RSTensorFlow: GPU Enabled TensorFlow for Deep Learning on Commodity Android Devices. - Moustafa Alzantot; Yingnan Wang; Zhengshuang Ren; Mani B. Srivastava (EMDL@MobiSys, 2017)

MyoBuddy: Detecting Barbell Weight Using Electromyogram Sensors. - Bo-Jhang Ho; Renju Liu; Hsiao-Yun Tseng; Mani B. Srivastava (DigitalBioMarker@MobiSys, 2017)

PROTC: PROTeCting Drone's Peripherals through ARM TrustZone. - Renju Liu; Mani B. Srivastava (DroNet@MobiSys, 2017)

SenseGen: A deep learning architecture for synthetic sensor data generation. - Moustafa Alzantot; Supriyo Chakraborty; Mani B. Srivastava (PerCom Workshops, 2017)

EchoSafe: Sonar-based Verifiable Interaction with Intelligent Digital Agents. - Amr Alanwar 001; Bharathan Balaji; Yuan Tian 001; Shuo Yang; Mani B. Srivastava (SafeThings@SenSys, 2017)

mCerebrum: A Mobile Sensing Software Platform for Development and Validation of Digital Biomarkers and Interventions. - Syed Monowar Hossain; Timothy Hnat; Nazir Saleheen; Nusrat Jahan Nasrin; Joseph Noor; Bo-Jhang Ho; Tyson Condie; Mani B. Srivastava; Santosh Kumar 001 (SenSys, 2017)

Data Hub Architecture for Smart Cities. - Jason Koh; Sandeep Sandha; Bharathan Balaji; Daniel Crawl; Ilkay Altintas; Rajesh K. Gupta 001; Mani B. Srivastava (SenSys, 2017)

AquaMote: Ultra Low Power Sensor Tag for Animal Localization and Fine Motion Tracking. - Eun Sun Lee; Jeya Vikranth Jeyakumar; Bharathan Balaji; Rory P. Wilson; Mani B. Srivastava (SenSys, 2017)

Interpretability of deep learning models: A survey of results. - Supriyo Chakraborty; Richard Tomsett; Ramya Raghavendra; Daniel Harborne; Moustafa Alzantot; Federico Cerutti 001; Mani B. Srivastava; Alun D. Preece; Simon Julier; Raghuveer M. Rao; Troy D. Kelley; Dave Braines; et al. (SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI, 2017)

Distributed opportunistic sensing and fusion for traffic congestion detection. - Alistair Nottle; Daniel Harborne; Dave Braines; Moustafa Alzantot; Santiago Quintana-Amate; Richard Tomsett; Lance M. Kaplan; Mani B. Srivastava; Supriyo Chakraborty; Alun D. Preece (SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI, 2017)

Cognitive computing for coalition situational understanding. - Alun D. Preece; Federico Cerutti 001; Dave Braines; Supriyo Chakraborty; Mani B. Srivastava (SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI, 2017)

Exploring Hardware Heterogeneity to Improve Pervasive Context Inferences. - Chenguang Shen; Mani B. Srivastava (Computer, 2017)

EmbedInsight: Automated Grading of Embedded Systems Assignments. - Hao Li; Bo-Jhang Ho; Bharathan Balaji; Yue Xin; Paul Martin 008; Mani B. Srivastava (CoRR, 2017)

TERSE-KF: Event-Trigger Diffusion Kalman Filter with Application to Localization and Time Synchronization. - Amr Alanwar 001; Tsang-Kai Chang; Mani B. Srivastava; Ankur Mehta (CoRR, 2017)

Center of Excellence for Mobile Sensor Data-to-Knowledge (MD2K). - Santosh Kumar 001; Gregory D. Abowd; William T. Abraham; Mustafa al'Absi; Duen Horng Chau; Emre Ertin; Deborah Estrin; Deepak Ganesan; Timothy Hnat; Syed Monowar Hossain; Zachary G. Ives; Jacqueline Kerr; et al. (IEEE Pervasive Comput., 2017)

Mitigating Multi-tenant Interference in Continuous Mobile Offloading. - Zhou Fang; Mulong Luo; Tong Yu 001; Ole J. Mengshoel; Mani B. Srivastava; Rajesh K. Gupta 001 (CLOUD, 2018)

Generating Natural Language Adversarial Examples. - Moustafa Alzantot; Yash Sharma 001; Ahmed Elgohary; Bo-Jhang Ho; Mani B. Srivastava; Kai-Wei Chang (EMNLP, 2018)

Learning and Reasoning in Complex Coalition Information Environments: A Critical Analysis. - Federico Cerutti 001; 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; et al. (FUSION, 2018)

Why the Failure? How Adversarial Examples Can Provide Insights for Interpretable Machine Learning. - Richard Tomsett; Amy Widdicombe; Tianwei Xing; Supriyo Chakraborty; Simon Julier; Prudhvi Gurram; Raghuveer M. Rao; Mani B. Srivastava (FUSION, 2018)

Nurture: Notifying Users at the Right Time Using Reinforcement Learning. - Bo-Jhang Ho; Bharathan Balaji; Mehmet Köseoglu 001; Mani B. Srivastava (UbiComp/ISWC Adjunct, 2018)

Deep Convolutional Bidirectional LSTM Based Transportation Mode Recognition. - Jeya Vikranth Jeyakumar; Eun Sun Lee; Zhengxu Xia; Sandeep Singh Sandha; Nathan Tausik; Mani B. Srivastava (UbiComp/ISWC Adjunct, 2018)

Will Distributed Computing Revolutionize Peace? The Emergence of Battlefield IoT. - Tarek F. Abdelzaher; Nora Ayanian; Tamer Basar; Suhas N. Diggavi; Jana Diesner; Deepak Ganesan; Ramesh Govindan; Susmit Jha; Tancrède Lepoint; Benjamin M. Marlin; Klara Nahrstedt; David M. Nicol; et al. (ICDCS, 2018)

OpenClock: A Testbed for Clock Synchronization Research. - Fatima M. Anwar 001; Amr Alanwar 001; Mani B. Srivastava (ISPCS, 2018)

Executing Analytics and Fusion Workloads on Transient Computing Resources in Tactical Environments. - Ahmed Ali-Eldin; Deepak Ganesan; Heesung Kwon; Benjamin M. Marlin; Prashant J. Shenoy; Mani B. Srivastava; Don Towsley (MILCOM, 2018)

Enabling Edge Devices that Learn from Each Other: Cross Modal Training for Activity Recognition. - Tianwei Xing; Sandeep Singh Sandha; Bharathan Balaji; Supriyo Chakraborty; Mani B. Srivastava (EdgeSys@MobiSys, 2018)

Internet of Personalized and Autonomous Things (IoPAT): Smart Homes Case Study. - Salma Elmalaki 001; Yasser Shoukry; Mani B. Srivastava (CitiFog@SenSys, 2018)

Sentio: Driver-in-the-Loop Forward Collision Warning Using Multisample Reinforcement Learning. - Salma Elmalaki 001; Huey-Ru Tsai; Mani B. Srivastava (SenSys, 2018)

Optimization vs. Reinforcement Learning for Wirelessly Powered Sensor Networks. - Ayça Özçelikkale; Mehmet Köseoglu 001; Mani B. Srivastava (SPAWC, 2018)

Toward an Internet of Battlefield Things: A Resilience Perspective. - Tarek F. Abdelzaher; Nora Ayanian; Tamer Basar; Suhas N. Diggavi; Jana Diesner; Deepak Ganesan; Ramesh Govindan; Susmit Jha; Tancrède Lepoint; Benjamin M. Marlin; Klara Nahrstedt; David M. Nicol; et al. (Computer, 2018)

Did you hear that? Adversarial Examples Against Automatic Speech Recognition. - Moustafa Alzantot; Bharathan Balaji; Mani B. Srivastava (CoRR, 2018)

SecSens: Secure State Estimation with Application to Localization and Time Synchronization. - Amr Alanwar 001; Bernhard Etzlinger; Henrique Ferraz; João Pedro Hespanha; Mani B. Srivastava (CoRR, 2018)

GenAttack: Practical Black-box Attacks with Gradient-Free Optimization. - Moustafa Alzantot; Yash Sharma 001; Supriyo Chakraborty; Mani B. Srivastava (CoRR, 2018)

SLATS: Simultaneous Localization and Time Synchronization. - Paul Martin 008; Andrew Symington; Mani B. Srivastava (ACM Trans. Cyber Phys. Syst., 2018)

MiLift: Efficient Smartwatch-Based Workout Tracking Using Automatic Segmentation. - Chenguang Shen; Bo-Jhang Ho; Mani B. Srivastava (IEEE Trans. Mob. Comput., 2018)

Enabling Privacy Policies for mHealth Studies. - Brian Wang; Mani B. Srivastava (IEEE BigData, 2019)

GenAttack: practical black-box attacks with gradient-free optimization. - Moustafa Alzantot; Yash Sharma 001; Supriyo Chakraborty; Huan Zhang 001; Cho-Jui Hsieh; Mani B. Srivastava (GECCO, 2019)

Exploiting Smartphone Peripherals for Precise Time Synchronization. - Sandeep Singh Sandha; Joseph Noor; Fatima M. Anwar 001; Mani B. Srivastava (GlobalSIP, 2019)

Multi-tenant mobile offloading systems for real-time computer vision applications. - Zhou Fang; Jeng-Hau Lin; Mani B. Srivastava; Rajesh K. Gupta 001 (ICDCN, 2019)

Deep Residual Neural Networks for Audio Spoofing Detection. - Moustafa Alzantot; Ziqi Wang 001; Mani B. Srivastava (INTERSPEECH, 2019)

DDFLOW visualized declarative programming for heterogeneous IoT networks on Heliot testbed platform: demo abstract. - Joseph Noor; Sandeep Singh Sandha; Luis Garcia 001; Mani B. Srivastava (IoTDI, 2019)

DDFlow: visualized declarative programming for heterogeneous IoT networks. - Joseph Noor; Hsiao-Yun Tseng; Luis Garcia 001; Mani B. Srivastava (IoTDI, 2019)

The Case for Robust Adaptation: Autonomic Resource Management is a Vulnerability. - Joseph Noor; Ahmed Ali-Eldin; Luis Garcia 001; Chirag Rao; Venkat R. Dasari; Deepak Ganesan; Brian Jalaian; Prashant J. Shenoy; Mani B. Srivastava (MILCOM, 2019)

DEEP Reinforcement Learning Based Energy Beamforming for Powering Sensor Networks. - Ayça Özçelikkale; Mehmet Köseoglu 001; Mani B. Srivastava; Anders Ahlén (MLSP, 2019)

RadHAR: Human Activity Recognition from Point Clouds Generated through a Millimeter-wave Radar. - Akash Deep Singh; Sandeep Singh Sandha; Luis Garcia 001; Mani B. Srivastava (mmNets, 2019)

Securing Time in Untrusted Operating Systems with TimeSeal. - Fatima M. Anwar 001; Luis Garcia 001; Xi Han; Mani B. Srivastava (RTSS, 2019)

SenseHAR: a robust virtual activity sensor for smartphones and wearables. - Jeya Vikranth Jeyakumar; Liangzhen Lai; Naveen Suda; Mani B. Srivastava (SenSys, 2019)

RemedioT: Remedial Actions for Internet-of-Things Conflicts. - Renju Liu; Ziqi Wang 001; Luis Garcia 001; Mani B. Srivastava (BuildSys, 2019)

NeuroMask: Explaining Predictions of Deep Neural Networks through Mask Learning. - Moustafa Alzantot; Amy Widdicombe; Simon Julier; Mani B. Srivastava (SMARTCOMP, 2019)

DeepCEP: Deep Complex Event Processing Using Distributed Multimodal Information. - Tianwei Xing; Marc Roig Vilamala; Luis Garcia 001; Federico Cerutti 001; Lance M. Kaplan; Alun D. Preece; Mani B. Srivastava (SMARTCOMP, 2019)

SpyCon: Adaptation Based Spyware in Human-in-the-Loop IoT. - Salma Elmalaki 001; Bo-Jhang Ho; Moustafa Alzantot; Yasser Shoukry; Mani B. Srivastava (IEEE Symposium on Security and Privacy Workshops, 2019)

Applications and Challenges in Securing Time. - Fatima M. Anwar 001; Mani B. Srivastava (CSET @ USENIX Security Symposium, 2019)

NeuronInspect: Detecting Backdoors in Neural Networks via Output Explanations. - Xijie Huang; Moustafa Alzantot; Mani B. Srivastava (CoRR, 2019)

In-database Distributed Machine Learning: Demonstration using Teradata SQL Engine. - Sandeep Singh Sandha; Wellington Cabrera; Mohammed Al-Kateb; Sanjay Nair; Mani B. Srivastava (Proc. VLDB Endow., 2019)

On Uncertainty and Robustness in Large-Scale Intelligent Data Fusion Systems. - Benjamin M. Marlin; Tarek F. Abdelzaher; Gabriela F. Ciocarlie; Adam D. Cobb; Mark Dennison; Brian Jalaian; Lance M. Kaplan; Tiffany Raber; Adrienne Raglin; Piyush K. Sharma; Mani B. Srivastava; Theron Trout; et al. (CogMI, 2020)

Sim2Real Transfer for Deep Reinforcement Learning with Stochastic State Transition Delays. - Sandeep Singh Sandha; Luis Garcia 001; Bharathan Balaji; Fatima M. Anwar 001; Mani B. Srivastava (CoRL, 2020)

Mango: A Python Library for Parallel Hyperparameter Tuning. - Sandeep Singh Sandha; Mohit Aggarwal; Igor Fedorov; Mani B. Srivastava (ICASSP, 2020)

Combining Individual and Joint Networking Behavior for Intelligent IoT Analytics. - Jeya Vikranth Jeyakumar; Ludmila Cherkasova; Saina Lajevardi; Moray Allan; Yue Zhao; John Fry; Mani B. Srivastava (ICIOT, 2020)

Time Awareness in Deep Learning-Based Multimodal Fusion Across Smartphone Platforms. - Sandeep Singh Sandha; Joseph Noor; Fatima M. Anwar 001; Mani B. Srivastava (IoTDI, 2020)

How Can I Explain This to You? An Empirical Study of Deep Neural Network Explanation Methods. - Jeya Vikranth Jeyakumar; Joseph Noor; Yu-Hsi Cheng; Luis Garcia 001; Mani B. Srivastava (NeurIPS, 2020)

UWHear: through-wall extraction and separation of audio vibrations using wireless signals. - Ziqi Wang 001; Zhe Chen 015; Akash Deep Singh; Luis Garcia 001; Jun Luo 001; Mani B. Srivastava (SenSys, 2020)

Neuroplex: learning to detect complex events in sensor networks through knowledge injection. - Tianwei Xing; Luis Garcia 001; Marc Roig Vilamala; Federico Cerutti 001; Lance M. Kaplan; Alun D. Preece; Mani B. Srivastava (SenSys, 2020)

Quick Question: Interrupting Users for Microtasks with Reinforcement Learning. - Bo-Jhang Ho; Bharathan Balaji; Mehmet Köseoglu 001; Sandeep Sandha; Siyou Pei; Mani B. Srivastava (CoRR, 2020)

A Hybrid Neuro-Symbolic Approach for Complex Event Processing. - Marc Roig Vilamala; Harrison Taylor; Tianwei Xing; Luis Garcia 001; Mani B. Srivastava; Lance M. Kaplan; Alun D. Preece; Angelika Kimmig; Federico Cerutti 001 (CoRR, 2020)

Towards human-agent knowledge fusion (HAKF) in support of distributed coalition teams. - Dave Braines; Federico Cerutti 001; Marc Roig Vilamala; Mani B. Srivastava; Lance M. Kaplan; Alun D. Preece; Gavin Pearson (CoRR, 2020)

An Experimentation Platform for Explainable Coalition Situational Understanding. - Katie Barrett-Powell; Jack Furby; Liam Hiley; Marc Roig Vilamala; Harrison Taylor; Federico Cerutti 001; Alun D. Preece; Tianwei Xing; Luis Garcia 001; Mani B. Srivastava; Dave Braines (CoRR, 2020)

Rapid Trust Calibration through Interpretable and Uncertainty-Aware AI. - Richard Tomsett; Alun D. Preece; Dave Braines; Federico Cerutti 001; Supriyo Chakraborty; Mani B. Srivastava; Gavin Pearson; Lance M. Kaplan (Patterns, 2020)

A Case for Feedforward Control with Feedback Trim to Mitigate Time Transfer Attacks. - Fatima M. Anwar 001; Mani B. Srivastava (ACM Trans. Priv. Secur., 2020)

WristPrint: Characterizing User Re-identification Risks from Wrist-worn Accelerometry Data. - Nazir Saleheen; Md. Azim Ullah; Supriyo Chakraborty; Deniz S. Ones; Mani B. Srivastava; Santosh Kumar 001 (CCS, 2021)

Portkey: Adaptive Key-Value Placement over Dynamic Edge Networks. - Joseph Noor; Mani B. Srivastava; Ravi Netravali (SoCC, 2021)

Enabling Hyperparameter Tuning of Machine Learning Classifiers in Production. - Sandeep Singh Sandha; Mohit Aggarwal; Swapnil Sayan Saha; Mani B. Srivastava (CogMI, 2021)

Aerogel: Lightweight Access Control Framework for WebAssembly-Based Bare-Metal IoT Devices. - Renju Liu; Luis Garcia 001; Mani B. Srivastava (SEC, 2021)

SecDeep: Secure and Performant On-device Deep Learning Inference Framework for Mobile and IoT Devices. - Renju Liu; Luis Garcia 001; Zaoxing Liu; Botong Ou; Mani B. Srivastava (IoTDI, 2021)

DeepSQA: Understanding Sensor Data via Question Answering. - Tianwei Xing; Luis Garcia 001; Federico Cerutti 001; Lance M. Kaplan; Alun D. Preece; Mani B. Srivastava (IoTDI, 2021)

Protecting User Data Privacy with Adversarial Perturbations: Poster Abstract. - Ziqi Wang 001; Brian Wang; Mani B. Srivastava (IPSN, 2021)

The 4th Artificial Intelligence of Things (AIoT) Workshop. - Jian Zhang; Jian Tang 008; Yiran Chen 001; Jie Liu 001; Jieping Ye; Marilyn Wolf; Vijaykrishnan Narayanan; Mani Srivastava 001; Michael I. Jordan; Victor Bahl (KDD, 2021)

I Always Feel Like Somebody's Sensing Me! A Framework to Detect, Identify, and Localize Clandestine Wireless Sensors. - Akash Deep Singh; Luis Garcia 001; Joseph Noor; Mani B. Srivastava (USENIX Security Symposium, 2021)

Towards Imperceptible Query-limited Adversarial Attacks with Perceptual Feature Fidelity Loss. - Pengrui Quan; Ruiming Guo; Mani B. Srivastava (CoRR, 2021)

Using DeepProbLog to perform Complex Event Processing on an Audio Stream. - Marc Roig Vilamala; Tianwei Xing; Harrison Taylor; Luis Garcia 001; Mani B. Srivastava; Lance M. Kaplan; Alun D. Preece; Angelika Kimmig; Federico Cerutti 001 (CoRR, 2021)

Excerpt of Auritus: An Open-Source Optimization Toolkit for Training and Development of Human Movement Models and Filters Using Earables. - Swapnil Sayan Saha; Sandeep Singh Sandha; Siyou Pei; Vivek Jain; Ziqi Wang 001; Yuchen Li; Ankur Sarker; Mani B. Srivastava (UbiComp/ISWC Adjunct, 2022)

Making Vibration-based On-body Interaction Robust. - Wenqiang Chen; Ziqi Wang 001; Pengrui Quan; Zhencan Peng; Shupei Lin; Mani B. Srivastava; John A. Stankovic (ICCPS, 2022)

Enhancing Robustness in Federated Learning by Supervised Anomaly Detection. - Pengrui Quan; Wei-Han Lee; Mudhakar Srivatsa; Mani B. Srivastava (ICPR, 2022)

The 5th Artificial Intelligence of Things (AIoT) Workshop. - Jian Zhang; Jian Tang 008; Yiran Chen 001; Jie Liu 001; Jieping Ye; Marilyn Wolf; Vijaykrishnan Narayanan; Mani B. Srivastava; Michael I. Jordan; Victor Bahl (KDD, 2022)

Context-aware Collaborative Neuro-Symbolic Inference in IoBTs. - Tarek F. Abdelzaher; Nathaniel D. Bastian; Susmit Jha; Lance M. Kaplan; Mani B. Srivastava; Venugopal V. Veeravalli (MILCOM, 2022)

AdaMask: Enabling Machine-Centric Video Streaming with Adaptive Frame Masking for DNN Inference Offloading. - Shengzhong Liu; Tianshi Wang; Jinyang Li 004; Dachun Sun; Mani B. Srivastava; Tarek F. Abdelzaher (ACM Multimedia, 2022)

DARTS: Distributed IoT Architecture for Real-Time, Resilient and AI-Compressed Workflows. - Ragini Gupta; Bo Chen 025; Shengzhong Liu; Tianshi Wang; Sandeep Singh Sandha; Abel Souza; Klara Nahrstedt; Tarek F. Abdelzaher; Mani B. Srivastava; Prashant J. Shenoy; Jeffrey Smith; Maggie B. Wigness; et al. (ApPLIED@PODC, 2022)

Design and Deployment of a Multi-Modal Multi-Node Sensor Data Collection Platform. - Shiwei Fang; Ankur Sarker; Ziqi Wang 001; Mani B. Srivastava; Benjamin M. Marlin; Deepak Ganesan (SenSys, 2022)

Capricorn: Towards Real-Time Rich Scene Analysis Using RF-Vision Sensor Fusion. - Ziqi Wang 001; Ankur Sarker; Jason Wu; Derek Hua; Gaofeng Dong; Akash Deep Singh; Mani B. Srivastava (SenSys, 2022)

Towards Real-Time Rich Scene Analysis Using Vision-Guided Wireless Vibrometry. - Ziqi Wang 001; Ankur Sarker; Jason Wu; Derek Hua; Gaofeng Dong; Akash Deep Singh; Mani B. Srivastava (SenSys, 2022)

VindiCo: Privacy Safeguard Against Adaptation Based Spyware in Human-in-the-Loop IoT. - Salma Elmalaki 001; Bo-Jhang Ho; Moustafa Alzantot; Yasser Shoukry; Mani B. Srivastava (CoRR, 2022)

PhysioGAN: Training High Fidelity Generative Model for Physiological Sensor Readings. - Moustafa Alzantot; Luis Garcia 001; Mani B. Srivastava (CoRR, 2022)

Machine Learning for Microcontroller-Class Hardware - A Review. - Swapnil Sayan Saha; Sandeep Singh Sandha; Mani B. Srivastava (CoRR, 2022)

Automatic Concept Extraction for Concept Bottleneck-based Video Classification. - Jeya Vikranth Jeyakumar; Luke Dickens; Luis Garcia 001; Yu-Hsi Cheng; Diego Ramirez-Echavarria; Joseph Noor; Alessandra Russo; Lance M. Kaplan; Erik Blasch; Mani B. Srivastava (CoRR, 2022)

On the amplification of security and privacy risks by post-hoc explanations in machine learning models. - Pengrui Quan; Supriyo Chakraborty; Jeya Vikranth Jeyakumar; Mani B. Srivastava (CoRR, 2022)

Let's Talk Through Physics! Covert Cyber-Physical Data Exfiltration on Air-Gapped Edge Devices. - Matthew Chan; Nathaniel Snyder; Marcus Lucas; Luis Garcia 001; Oleg Sokolsky; James Weimer; Insup Lee 001; Paulo Tabuada; Saman A. Zonouz; Mani B. Srivastava (CoRR, 2022)

TinyOdom: Hardware-Aware Efficient Neural Inertial Navigation. - Swapnil Sayan Saha; Sandeep Singh Sandha; Luis Antonio Garcia; Mani Srivastava 001 (Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2022)

Auritus: An Open-Source Optimization Toolkit for Training and Development of Human Movement Models and Filters Using Earables. - Swapnil Sayan Saha; Sandeep Singh Sandha; Siyou Pei; Vivek Jain; Ziqi Wang 001; Yuchen Li; Ankur Sarker; Mani Srivastava 001 (Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2022)

InkFiltration: Using Inkjet Printers for Acoustic Data Exfiltration from Air-Gapped Networks. - Julian de Gortari Briseno; Akash Deep Singh; Mani Srivastava 001 (ACM Trans. Priv. Secur., 2022)

Depth Estimation from Camera Image and mmWave Radar Point Cloud. - Akash Deep Singh; Yunhao Ba; Ankur Sarker; Howard Zhang; Achuta Kadambi; Stefano Soatto; Mani B. Srivastava; Alex Wong 001 (CVPR, 2023)

Accurate Passive Radar via an Uncertainty-Aware Fusion of Wi-Fi Sensing Data. - Marco Cominelli; Francesco Gringoli; Lance M. Kaplan; Mani B. Srivastava; Federico Cerutti 001 (FUSION, 2023)

Neural-Kalman GNSS/INS Navigation for Precision Agriculture. - Yayun Du; Swapnil Sayan Saha; Sandeep Singh Sandha; Arthur Lovekin; Jason Wu; S. Siddharth; Mahesh Chowdhary; Mohammad Khalid Jawed; Mani B. Srivastava (ICRA, 2023)

Eagle: End-to-end Deep Reinforcement Learning based Autonomous Control of PTZ Cameras. - Sandeep Singh Sandha; Bharathan Balaji; Luis Garcia 001; Mani B. Srivastava (IoTDI, 2023)

Acuity: Creating Realistic Digital Twins Through Multi-resolution Pointcloud Processing and Audiovisual Sensor Fusion. - Jason Wu; Ziqi Wang 001; Ankur Sarker; Mani B. Srivastava (IoTDI, 2023)

Challenges in Metaverse Research: An Internet of Things Perspective. - Tarek F. Abdelzaher; Matthew Caesar 001; Charith Mendis; Klara Nahrstedt; Mani Srivastava 001; Minlan Yu (MetaCom, 2023)

IoBT-MAX: a Multimodal Analytics eXperimentation Testbed for IoBT Research. - Benjamin M. Marlin; Niranjan Suri; Shiwei Fang; Mani B. Srivastava; Colin Samplawski; Ziqi Wang 001; Maggie B. Wigness (MILCOM, 2023)

Impact of Delays and Computation Placement on Sense-Act Application Performance in IoT. - Pragya Sharma; Mani B. Srivastava (MILCOM, 2023)

FOCAL: Contrastive Learning for Multimodal Time-Series Sensing Signals in Factorized Orthogonal Latent Space. - Shengzhong Liu; Tomoyoshi Kimura; Dongxin Liu; Ruijie Wang 004; Jinyang Li 004; Suhas N. Diggavi; Mani B. Srivastava; Tarek F. Abdelzaher (NeurIPS, 2023)

Inertial Navigation on Extremely Resource-Constrained Platforms: Methods, Opportunities and Challenges. - Swapnil Sayan Saha; Yayun Du; Sandeep Singh Sandha; Luis Antonio Garcia; Mohammad Khalid Jawed; Mani B. Srivastava (PLANS, 2023)

Heteroskedastic Geospatial Tracking with Distributed Camera Networks. - Colin Samplawski; Shiwei Fang; Ziqi Wang 001; Deepak Ganesan; Mani B. Srivastava; Benjamin M. Marlin (UAI, 2023)

Robust Finger Interactions with COTS Smartwatches via Unsupervised Siamese Adaptation. - Wenqiang Chen; Ziqi Wang 001; Pengrui Quan; Zhencan Peng; Shupei Lin; Mani B. Srivastava; Wojciech Matusik; John A. Stankovic (UIST, 2023)

Why Don't You Clean Your Glasses? Perception Attacks with Dynamic Optical Perturbations. - Yi Han; Matthew Chan; Eric Wengrowski; Zhuohuan Li; Nils Ole Tippenhauer; Mani B. Srivastava; Saman A. Zonouz; Luis Garcia 001 (CoRR, 2023)

Penetrative AI: Making LLMs Comprehend the Physical World. - Huatao Xu; Liying Han; Mo Li 001; Mani Srivastava 001 (CoRR, 2023)

Human-machine collaboration in intelligence analysis: An expert evaluation. - Alice Toniolo; Federico Cerutti 001; Timothy J. Norman; Nir Oren; John A. Allen; Mani Srivastava 001; Paul Sullivan (Intell. Syst. Appl., 2023)

X-CHAR: A Concept-based Explainable Complex Human Activity Recognition Model. - Jeya Vikranth Jeyakumar; Ankur Sarker; Luis Antonio Garcia; Mani B. Srivastava (Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2023)

DeepProbCEP: A neuro-symbolic approach for complex event processing in adversarial settings. - Marc Roig Vilamala; Tianwei Xing; Harrison Taylor; Luis Garcia 001; Mani Srivastava 001; Lance M. Kaplan; Alun D. Preece; Angelika Kimmig; Federico Cerutti 001 (Expert Syst. Appl., 2023)

Incorporating physics into data-driven computer vision. - Achuta Kadambi; Celso de Melo; Cho-Jui Hsieh; Mani B. Srivastava; Stefano Soatto (Nat. Mac. Intell., 2023)

Headar: Sensing Head Gestures for Confirmation Dialogs on Smartwatches with Wearable Millimeter-Wave Radar. - Xiaoying Yang; Xue Wang 015; Gaofeng Dong; Zihan Yan; Mani Srivastava 001; Eiji Hayashi; Yang Zhang 041 (Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2023)

Are Time Series Foundation Models Ready to Revolutionize Predictive Building Analytics? - Ozan Baris Mulayim; Pengrui Quan; Liying Han; Xiaomin Ouyang; Dezhi Hong; Mario Bergés; Mani Srivastava 001 (BuildSys, 2024)

The Case for Micro Foundation Models to Support Robust Edge Intelligence. - Tomoyoshi Kimura; Ashitabh Misra; Yizhuo Chen; Denizhan Kara; Jinyang Li 004; Tianshi Wang; Ruijie Wang 004; Joydeep Bhattacharyya; Jae Kim; Prashant J. Shenoy; Mani Srivastava 001; Maggie B. Wigness; et al. (CogMI, 2024)

TeamCollab: A Framework for Collaborative Perception-Cognition-Communication-Action. - Julian de Gortari Briseno; Roko Parac; Leo Ardon; Marc Roig Vilamala; Daniel Furelos-Blanco; Lance M. Kaplan; Vinod K. Mishra; Federico Cerutti 001; Alun D. Preece; Alessandra Russo; Mani Srivastava 001 (FUSION, 2024)

Neuro-Symbolic Fusion of Wi-Fi Sensing Data for Passive Radar with Inter-Modal Knowledge Transfer. - Marco Cominelli; Francesco Gringoli; Lance M. Kaplan; Mani B. Srivastava; Trevor Bihl; Erik Philip Blasch; Nandini Iyer; Federico Cerutti 001 (FUSION, 2024)

FlexLoc: Conditional Neural Networks for Zero-Shot Sensor Perspective Invariance in Object Localization with Distributed Multimodal Sensors. - Jason Wu; Ziqi Wang 001; Xiaomin Ouyang; Ho Lyun Jeong; Colin Samplawski; Lance M. Kaplan; Benjamin M. Marlin; Mani Srivastava 001 (IROS, 2024)

Adapting Complex Event Detection to Perceptual Domain Shifts. - Brian Wang; Julian de Gortari Briseno; Liying Han; Henry Phillips; Jeffrey Craighead; Ben Purman; Lance M. Kaplan; Mani Srivastava 001 (MILCOM, 2024)

RefreshChannels: Exploiting Dynamic Refresh Rate Switching for Mobile Device Attacks. - Gaofeng Dong; Jason Wu; Julian de Gortari Briseno; Akash Deep Singh; Justin Feng; Ankur Sarker; Nader Sehatbakhsh; Mani Srivastava 001 (MobiSys, 2024)

PrivacyOracle: Configuring Sensor Privacy Firewalls with Large Language Models in Smart Built Environments. - Brian Wang; Luis Antonio Garcia; Mani Srivastava 001 (SP (Workshops), 2024)

Penetrative AI: Making LLMs Comprehend the Physical World. - Huatao Xu; Liying Han; Qirui Yang; Mo Li 001; Mani Srivastava 001 (HotMobile, 2024)

Understanding factors behind IoT privacy - A user's perspective on RF sensors. - Akash Deep Singh; Brian Wang; Luis Garcia 001; Xiang Chen; Mani Srivastava 001 (CoRR, 2024)

An Empirical Evaluation of Neural and Neuro-symbolic Approaches to Real-time Multimodal Complex Event Detection. - Liying Han; Mani B. Srivastava (CoRR, 2024)

GDTM: An Indoor Geospatial Tracking Dataset with Distributed Multimodal Sensors. - Ho Lyun Jeong; Ziqi Wang 001; Colin Samplawski; Jason Wu; Shiwei Fang; Lance M. Kaplan; Deepak Ganesan; Benjamin M. Marlin; Mani Srivastava 001 (CoRR, 2024)

LLMSense: Harnessing LLMs for High-level Reasoning Over Spatiotemporal Sensor Traces. - Xiaomin Ouyang; Mani Srivastava 001 (CoRR, 2024)

On the Efficiency and Robustness of Vibration-based Foundation Models for IoT Sensing: A Case Study. - Tomoyoshi Kimura; Jinyang Li 004; Tianshi Wang; Denizhan Kara; Yizhuo Chen; Yigong Hu; Ruijie Wang 004; Maggie B. Wigness; Shengzhong Liu; Mani Srivastava 001; Suhas N. Diggavi; Tarek F. Abdelzaher (CoRR, 2024)

MindGuard: Towards Accessible and Sitgma-free Mental Health First Aid via Edge LLM. - Sijie Ji; Xinzhe Zheng 001; Jiawei Sun; Renqi Chen; Wei Gao 004; Mani Srivastava 001 (CoRR, 2024)

Analysing Explanation-Related Interactions in Collaborative Perception-Cognition-Communication-Action. - Marc Roig Vilamala; Jack Furby; Julian de Gortari Briseno; Mani Srivastava 001; Alun D. Preece; Carolina Fuentes Toro (CoRR, 2024)

AutoLife: Automatic Life Journaling with Smartphones and LLMs. - Huatao Xu; Panrong Tong; Mo Li 001; Mani Srivastava 001 (CoRR, 2024)

TinyNS: Platform-aware Neurosymbolic Auto Tiny Machine Learning. - Swapnil Sayan Saha; Sandeep Singh Sandha; Mohit Aggarwal; Brian Wang; Liying Han; Julian de Gortari Briseno; Mani Srivastava 001 (ACM Trans. Embed. Comput. Syst., 2024)

GDTM: An Indoor Geospatial Tracking Dataset with Distributed Multimodal Sensors. - Ho Lyun Jeong; Ziqi Wang 001; Colin Samplawski; Jason Wu; Shiwei Fang; Lance M. Kaplan; Deepak Ganesan; Benjamin M. Marlin; Mani Srivastava 001 (IEEE DataPort, 2024)

ProMind-LLM: Proactive Mental Health Care via Causal Reasoning with Sensor Data. - Xinzhe Zheng 001; Sijie Ji; Jiawei Sun; Renqi Chen; Wei Gao 004; Mani Srivastava 001 (ACL (Findings), 2025)

MobiVital: Self-supervised Quality Estimation for UWB-based Contactless Respiration Monitoring. - Ziqi Wang 001; Derek Hua; Wenjun Jiang; Tianwei Xing; Xun Chen; Mani Srivastava 001 (HumanSys@SenSys, 2025)

Transforming Mental Health Care with Autonomous LLM Agents at the Edge. - Sijie Ji; Xinzhe Zheng 001; Wei Gao 004; Mani Srivastava 001 (SenSys, 2025)

Detecting Context Shifts in the Human Experience Using Multimodal Foundation Models. - Iris Nguyen; Liying Han; Burke Dambly; Alireza Kazemi; Marina Kogan; Cory S. Inman; Mani Srivastava 001; Luis Garcia 001 (SenSys, 2025)

MMBind: Unleashing the Potential of Distributed and Heterogeneous Data for Multimodal Learning in IoT. - Xiaomin Ouyang; Jason Wu; Tomoyoshi Kimura; Yihan Lin; Gunjan Verma; Tarek F. Abdelzaher; Mani Srivastava 001 (SenSys, 2025)

Poster Abstract: Rethinking Collaboration Among Mobile Devices in IoT Environments. - Hetvi Shastri; Walid A. Hanafy; Li Wu; David E. Irwin 001; Mani Srivastava 001; Prashant J. Shenoy (SenSys, 2025)

Poster Abstract: Scalable 3D Gaussian Splatting-Based RF Signal Spatial Propagation Modeling. - Kang Yang 005; Wan Du; Mani Srivastava 001 (SenSys, 2025)

SensorBench: Benchmarking LLMs in Coding-Based Sensor Processing. - Pengrui Quan; Xiaomin Ouyang; Jeya Vikranth Jeyakumar; Ziqi Wang 001; Yang Xing; Mani Srivastava 001 (HotMobile, 2025)

Towards a Performance-Driven Device-Edge-Cloud Relationship. - Pragya Sharma; Brian Wang; Xiaomin Ouyang; Rahal Nanayakkara; Bharathan Balaji; Paulo Tabuada; Mani B. Srivastava (HotMobile, 2025)

InfoMAE: Pair-Efficient Cross-Modal Alignment for Multimodal Time-Series Sensing Signals. - Tomoyoshi Kimura; Xinlin Li; Osama A. Hanna; Yatong Chen; Yizhuo Chen; Denizhan Kara; Tianshi Wang; Jinyang Li 004; Xiaomin Ouyang; Shengzhong Liu; Mani Srivastava 001; Suhas N. Diggavi; et al. (WWW, 2025)

A Vision for Computational Decarbonization of Societal Infrastructure. - David E. Irwin 001; Prashant J. Shenoy; Mohammad Hajiesmaili; Walid A. Hanafy; Jimi Oke; Ramesh K. Sitaraman; Yuvraj Agarwal; Geoffrey J. Gordon; Zico Kolter; Deepak Rajagopal; Mani Srivastava 001; Vivienne Sze; et al. (IEEE Internet Comput., 2025)

Foundation Models for CPS-IoT: Opportunities and Challenges. - Ozan Baris; Yizhuo Chen; Gaofeng Dong; Liying Han; Tomoyoshi Kimura; Pengrui Quan; Ruijie Wang 004; Tianchen Wang; Tarek F. Abdelzaher; Mario Bergés; Paul Pu Liang; Mani Srivastava 001 (CoRR, 2025)

Artificial Intelligence of Things: A Survey. - Shakhrul Iman Siam; Hyunho Ahn; Li Liu 048; Samiul Alam; Hui Shen; Zhichao Cao 001; Ness B. Shroff; Bhaskar Krishnamachari; Mani Srivastava 001; Mi Zhang 002 (ACM Trans. Sens. Networks, 2025)

Scalable 3D Gaussian Splatting-Based RF Signal Spatial Propagation Modeling. - Kang Yang 005; Gaofeng Dong; Sijie Ji; Wan Du; Mani Srivastava 001 (CoRR, 2025)

NARCE: A Mamba-Based Neural Algorithmic Reasoner Framework for Online Complex Event Detection. - Liying Han; Gaofeng Dong; Xiaomin Ouyang; Lance M. Kaplan; Federico Cerutti 001; Mani Srivastava 001 (CoRR, 2025)

ADMN: A Layer-Wise Adaptive Multimodal Network for Dynamic Input Noise and Compute Resources. - Jason Wu; Kang Yang 005; Lance M. Kaplan; Mani Srivastava 001 (CoRR, 2025)

MobiVital: Self-supervised Time-series Quality Estimation for Contactless Respiration Monitoring Using UWB Radar. - Ziqi Wang 001; Derek Hua; Wenjun Jiang; Tianwei Xing; Xun Chen; Mani Srivastava 001 (CoRR, 2025)

Toward Foundation Models for Online Complex Event Detection in CPS-IoT: A Case Study. - Liying Han; Gaofeng Dong; Xiaomin Ouyang; Lance M. Kaplan; Federico Cerutti 001; Mani Srivastava 001 (CoRR, 2025)

Benchmarking Spatiotemporal Reasoning in LLMs and Reasoning Models: Capabilities and Challenges. - Pengrui Quan; Brian Wang; Kang Yang 005; Liying Han; Mani Srivastava 001 (CoRR, 2025)

Can Time-Series Foundation Models Perform Building Energy Management Tasks? - Ozan Baris Mulayim; Pengrui Quan; Liying Han; Xiaomin Ouyang; Dezhi Hong; Mario Bergés; Mani Srivastava 001 (CoRR, 2025)

LLM-Driven Auto Configuration for Transient IoT Device Collaboration. - Hetvi Shastri; Walid A. Hanafy; Li Wu; David E. Irwin 001; Mani Srivastava 001; Prashant J. Shenoy (CoRR, 2025)