Bharathan Balaji

80 papers A* 6B 1C 1Misc 8Journal 27Unranked 36

Year	Rank	Type	Title / Venue / Authors
2026	A*	`conf`	SpiderGen: Towards Procedure Generation for Carbon Life Cycle Assessments with Generative AI. AAAI Anupama Sitaraman, Bharathan Balaji, Yuvraj Agarwal
2025	J	`jnl`	An Expert-grounded benchmark of General Purpose LLMs in LCA. CoRR Artur Donaldson, Bharathan Balaji, Cajetan Oriekezie, Manish Kumar, Laure Patouillard
2025	J	`jnl`	CF-RAG: A Dataset and Method for Carbon Footprint QA Using Retrieval-Augmented Generation. CoRR Kaiwen Zhao, Bharathan Balaji, Stephen Lee
2025	—	`conf`	Concurrency-Informed Orchestration for Serverless Functions. ASPLOS (2) Qichang Liu, Yue Cheng, Haiying Shen, Ao Wang, Bharathan Balaji
2025	J	`jnl`	FUELVISION: A multimodal data fusion and multimodel ensemble algorithm for wildfire fuels mapping. Int. J. Appl. Earth Obs. Geoinformation Riyaaz Uddien Shaik, Mohamad Alipour, Eric Rowell, Bharathan Balaji, Adam C. Watts, Ertugrul Taciroglu
2025	J	`jnl`	RedunCut: Measurement-Driven Sampling and Accuracy Performance Modeling for Low-Cost Live Video Analytics. CoRR Gur-Eyal Sela, Kumar Krishna Agrawal, Bharathan Balaji, Joseph Gonzalez, Ion Stoica
2025	J	`jnl`	SpiderGen: Towards Procedure Generation For Carbon Life Cycle Assessments with Generative AI. CoRR Anupama Sitaraman, Bharathan Balaji, Yuvraj Agarwal
2025	Misc	`conf`	Towards a Performance-Driven Device-Edge-Cloud Relationship. HotMobile Pragya Sharma, Brian Wang, Xiaomin Ouyang, Rahal Nanayakkara, Bharathan Balaji, Paulo Tabuada, Mani B. Srivastava
2024	—	`conf`	Adaptive Policy Regularization for Offline-to-Online Reinforcement Learning in HVAC Control. BuildSys Hsin-Yu Liu, Bharathan Balaji, Rajesh K. Gupta, Dezhi Hong
2024	C	`conf`	Estimation of Downed Woody Time-Lag Fuel Loadings with Multimodal Remote Sensing Data and Ensemble Machine Learning Regression Model. IGARSS Riyaaz Uddien Shaik, Mohamad Alipour, Eric Rowell, Bharathan Balaji, Adam C. Watts, Ertugrul Taciroglu
2024	J	`jnl`	FUELVISION: A Multimodal Data Fusion and Multimodel Ensemble Algorithm for Wildfire Fuels Mapping. CoRR Riyaaz Uddien Shaik, Mohamad Alipour, Eric Rowell, Bharathan Balaji, Adam C. Watts, Ertugrul Taciroglu
2024	A*	`conf`	OptiState: State Estimation of Legged Robots using Gated Networks with Transformer-based Vision and Kalman Filtering. ICRA Alexander Schperberg, Yusuke Tanaka, Saviz Mowlavi, Feng Xu, Bharathan Balaji, Dennis W. Hong
2024	J	`jnl`	OptiState: State Estimation of Legged Robots using Gated Networks with Transformer-based Vision and Kalman Filtering. CoRR Alexander Schperberg, Yusuke Tanaka, Saviz Mowlavi, Feng Xu, Bharathan Balaji, Dennis W. Hong
2023	A*	`conf`	CaML: Carbon Footprinting of Household Products with Zero-Shot Semantic Text Similarity. WWW Bharathan Balaji, Venkata Sai Gargeya Vunnava, Geoffrey Guest, Jared Kramer
2023	—	`conf`	Eagle: End-to-end Deep Reinforcement Learning based Autonomous Control of PTZ Cameras. IoTDI Sandeep Singh Sandha, Bharathan Balaji, Luis Garcia, Mani B. Srivastava
2023	J	`jnl`	Eagle: End-to-end Deep Reinforcement Learning based Autonomous Control of PTZ Cameras. CoRR Sandeep Singh Sandha, Bharathan Balaji, Luis Garcia, Mani B. Srivastava
2023	—	`conf`	Economizer Optimization with Reinforcement Learning: An Industry Perspective. BuildSys Jiaron Cui, Wei Yih Yap, Charles Prosper, Bharathan Balaji, Jake Chen
2023	J	`jnl`	Flamingo: Environmental Impact Factor Matching for Life Cycle Assessment with Zero-shot Machine Learning. ACM J. Comput. Sustain. Soc. Bharathan Balaji, Venkata Sai Gargeya Vunnava, Nina Domingo, Shikhar Gupta, Harsh Gupta, Geoffrey Guest, Aravind Srinivasan
2023	—	`conf`	Quantifying the Decarbonization Potential of Flexible Load. BuildSys Phuthipong Bovornkeeratiroj, Noman Bashir, Vivek Deulkar, Bharathan Balaji, Prashant J. Shenoy, David Irwin, Mohammad Hajiesmaili
2023	—	`conf`	Rule-based Policy Regularization for Reinforcement Learning-based Building Control. e-Energy Hsin-Yu Liu, Bharathan Balaji, Rajesh Gupta, Dezhi Hong
2022	J	`jnl`	B2RL: An open-source Dataset for Building Batch Reinforcement Learning. CoRR Hsin-Yu Liu, Xiaohan Fu, Bharathan Balaji, Rajesh Gupta, Dezhi Hong
2022	—	`conf`	B2RL: an open-source dataset for building batch reinforcement learning. BuildSys Hsin-Yu Liu, Xiaohan Fu, Bharathan Balaji, Rajesh Gupta, Dezhi Hong
2022	—	`conf`	Context-Aware Streaming Perception in Dynamic Environments. ECCV (38) Gur-Eyal Sela, Ionel Gog, Justin Wong, Kumar Krishna Agrawal, Xiangxi Mo, Sukrit Kalra, Peter Schafhalter, Eric Leong, Xin Wang, Bharathan Balaji, Joseph Gonzalez, Ion Stoica
2022	J	`jnl`	Context-Aware Streaming Perception in Dynamic Environments. CoRR Gur-Eyal Sela, Ionel Gog, Justin Wong, Kumar Krishna Agrawal, Xiangxi Mo, Sukrit Kalra, Peter Schafhalter, Eric Leong, Xin Wang, Bharathan Balaji, Joseph Gonzalez, Ion Stoica
2022	—	`conf`	Safe HVAC Control via Batch Reinforcement Learning. ICCPS Hsin-Yu Liu, Bharathan Balaji, Sicun Gao, Rajesh K. Gupta, Dezhi Hong
2021	—	`conf`	FirePlace: Placing Firecraker Virtual Machines with Hindsight Imitation. MLSys Bharathan Balaji, Christopher Kakovitch, Balakrishnan Narayanaswamy
2021	—	`conf`	Marble: collaborative scheduling of batteryless sensors with meta reinforcement learning. BuildSys Francesco Fraternali, Bharathan Balaji, Yuvraj Agarwal, Rajesh Gupta
2021	—	`conf`	Marble: collaborative scheduling of batteryless sensors with meta reinforcement learning. BuildSys Francesco Fraternali, Bharathan Balaji, Dezhi Hong, Yuvraj Agarwal, Rajesh K. Gupta
2020	J	`jnl`	ACES: Automatic Configuration of Energy Harvesting Sensors with Reinforcement Learning. ACM Trans. Sens. Networks Francesco Fraternali, Bharathan Balaji, Yuvraj Agarwal, Rajesh K. Gupta
2020	—	`conf`	CPR: Collaborative Pairwise Ranking for Online List Recommendations. ORSUM@RecSys Saurabh Gupta, Bharathan Balaji, Runfei Luo
2020	A*	`conf`	DeepRacer: Autonomous Racing Platform for Experimentation with Sim2Real Reinforcement Learning. ICRA Bharathan Balaji, Sunil Mallya, Sahika Genc, Saurabh Gupta, Leo Dirac, Vineet Khare, Gourav Roy, Tao Sun, Yunzhe Tao, Brian Townsend, Eddie Calleja, Sunil Muralidhara, Dhanasekar Karuppasamy
2020	Misc	`conf`	Ember - energy management of batteryless event detection sensors with deep reinforcement learning: demo abstract. SenSys Francesco Fraternali, Bharathan Balaji, Michael Barrow, Dezhi Hong, Rajesh K. Gupta
2020	Misc	`conf`	Ember: energy management of batteryless event detection sensors with deep reinforcement learning. SenSys Francesco Fraternali, Bharathan Balaji, Dhiman Sengupta, Dezhi Hong, Rajesh K. Gupta
2020	J	`jnl`	Quick Question: Interrupting Users for Microtasks with Reinforcement Learning. CoRR Bo-Jhang Ho, Bharathan Balaji, Mehmet Köseoglu, Sandeep Sandha, Siyou Pei, Mani B. Srivastava
2020	A*	`conf`	Reinforcement Learning for the Adaptive Scheduling of Educational Activities. CHI Jonathan Bassen, Bharathan Balaji, Michael Schaarschmidt, Candace Thille, Jay Painter, Dawn Zimmaro, Alex Games, Ethan Fast, John C. Mitchell
2020	Misc	`conf`	Sim2Real Transfer for Deep Reinforcement Learning with Stochastic State Transition Delays. CoRL Sandeep Singh Sandha, Luis Garcia, Bharathan Balaji, Fatima M. Anwar, Mani B. Srivastava
2019	J	`jnl`	ACES - Automatic Configuration of Energy Harvesting Sensors with Reinforcement Learning. CoRR Francesco Fraternali, Bharathan Balaji, Yuvraj Agarwal, Rajesh K. Gupta
2019	J	`jnl`	DeepRacer: Educational Autonomous Racing Platform for Experimentation with Sim2Real Reinforcement Learning. CoRR Bharathan Balaji, Sunil Mallya, Sahika Genc, Saurabh Gupta, Leo Dirac, Vineet Khare, Gourav Roy, Tao Sun, Yunzhe Tao, Brian Townsend, Eddie Calleja, Sunil Muralidhara, Dhanasekar Karuppasamy
2019	J	`jnl`	Demo Abstract: Pible: Battery-Free Mote for Perpetual Indoor BLE Applications. CoRR Francesco Fraternali, Bharathan Balaji, Yuvraj Agarwal, Luca Benini, Rajesh K. Gupta
2019	J	`jnl`	ORL: Reinforcement Learning Benchmarks for Online Stochastic Optimization Problems. CoRR Bharathan Balaji, Jordan Bell-Masterson, Enes Bilgin, Andreas C. Damianou, Pablo Moreno Garcia, Arpit Jain, Runfei Luo, Alvaro Maggiar, Balakrishnan Narayanaswamy, Chun Ye
2018	J	`jnl`	BuildingRules: A Trigger-Action-Based System to Manage Complex Commercial Buildings. ACM Trans. Cyber Phys. Syst. Alessandro Antonio Nacci, Vincenzo Rana, Bharathan Balaji, Paola Spoletini, Rajesh K. Gupta, Donatella Sciuto, Yuvraj Agarwal
2018	J	`jnl`	Did you hear that? Adversarial Examples Against Automatic Speech Recognition. CoRR Moustafa Alzantot, Bharathan Balaji, Mani B. Srivastava
2018	—	`conf`	Enabling Edge Devices that Learn from Each Other: Cross Modal Training for Activity Recognition. EdgeSys@MobiSys Tianwei Xing, Sandeep Singh Sandha, Bharathan Balaji, Supriyo Chakraborty, Mani B. Srivastava
2018	—	`conf`	Nurture: Notifying Users at the Right Time Using Reinforcement Learning. UbiComp/ISWC Adjunct Bo-Jhang Ho, Bharathan Balaji, Mehmet Köseoglu, Mani B. Srivastava
2018	J	`jnl`	Pible: Battery-Free Mote for Perpetual Indoor BLE Applications. CoRR Francesco Fraternali, Bharathan Balaji, Yuvraj Agarwal, Luca Benini, Rajesh K. Gupta
2018	—	`conf`	Pible: battery-free mote for perpetual indoor BLE applications. BuildSys Francesco Fraternali, Bharathan Balaji, Yuvraj Agarwal, Luca Benini, Rajesh K. Gupta
2018	—	`conf`	Pible: battery-free mote for perpetual indoor BLE applications: demo abstract. BuildSys Francesco Fraternali, Bharathan Balaji, Yuvraj Agarwal, Luca Benini, Rajesh K. Gupta
2018	J	`jnl`	Scaling Configuration of Energy Harvesting Sensors with Reinforcement Learning. CoRR Francesco Fraternali, Bharathan Balaji, Rajesh K. Gupta
2018	—	`conf`	Scaling configuration of energy harvesting sensors with reinforcement learning. ENSsys@SenSys Francesco Fraternali, Bharathan Balaji, Rajesh K. Gupta
2018	—	`conf`	Scrabble: transferrable semi-automated semantic metadata normalization using intermediate representation. BuildSys Jason Koh, Bharathan Balaji, Dhiman Sengupta, Julian J. McAuley, Rajesh K. Gupta, Yuvraj Agarwal
2017	Misc	`conf`	AquaMote: Ultra Low Power Sensor Tag for Animal Localization and Fine Motion Tracking. SenSys Eun Sun Lee, Jeya Vikranth Jeyakumar, Bharathan Balaji, Rory P. Wilson, Mani B. Srivastava
2017	Misc	`conf`	Data Hub Architecture for Smart Cities. SenSys Jason Koh, Sandeep Sandha, Bharathan Balaji, Daniel Crawl, Ilkay Altintas, Rajesh K. Gupta, Mani B. Srivastava
2017	—	`conf`	EchoSafe: Sonar-based Verifiable Interaction with Intelligent Digital Agents. SafeThings@SenSys Amr Alanwar, Bharathan Balaji, Yuan Tian, Shuo Yang, Mani B. Srivastava
2017	J	`jnl`	EmbedInsight: Automated Grading of Embedded Systems Assignments. CoRR Hao Li, Bo-Jhang Ho, Bharathan Balaji, Yue Xin, Paul Martin, Mani B. Srivastava
2017	—	`conf`	Emu: engagement modeling for user studies. UbiComp/ISWC Adjunct Bo-Jhang Ho, Bharathan Balaji, Nima Nikzad, Mani B. Srivastava
2017	J	`jnl`	Modeling Actuation Constraints for IoT Applications. CoRR Bharathan Balaji, Bradford Campbell, Amit Levy, Xiaozhou Li, Addison Mayberry, Nirupam Roy, Vasuki Narasimha Swamy, Longqi Yang, Victor Bahl, Ranveer Chandra, Ratul Mahajan
2017	—	`conf`	PrOLoc: resilient localization with private observers using partial homomorphic encryption: demo abstract. IPSN Amr Al-Anwar, Yasser Shoukry, Supriyo Chakraborty, Bharathan Balaji, Paul Martin, Paulo Tabuada, Mani B. Srivastava
2017	—	`conf`	Scrabble: converting unstructured metadata into brick for many buildings. BuildSys Jason Koh, Dhiman Sengupta, Julian J. McAuley, Rajesh K. Gupta, Bharathan Balaji, Yuvraj Agarwal
2016	—	`conf`	Brick: Towards a Unified Metadata Schema For Buildings. BuildSys 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, Rajesh K. Gupta, Mikkel Baun Kjærgaard, Mani B. Srivastava, Kamin Whitehouse
2016	J	`jnl`	Genie: A Longitudinal Study Comparing Physical and Software-augmented Thermostats in Office Buildings. CoRR Bharathan Balaji, Jason Koh, Nadir Weibel, Yuvraj Agarwal
2016	Misc	`conf`	Genie: a longitudinal study comparing physical and software thermostats in office buildings. UbiComp Bharathan Balaji, Jason Koh, Nadir Weibel, Yuvraj Agarwal
2016	J	`jnl`	Managing Commercial HVAC Systems: What do Building Operators Really Need? CoRR Bharathan Balaji, Nadir Weibel, Yuvraj Agarwal
2016	—	`conf`	Portable Queries Using the Brick Schema for Building Applications: Demo Abstract. BuildSys 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, Rajesh Gupta, Mikkel Baun Kjærgaard, Mani B. Srivastava, Kamin Whitehouse
2016	J	`jnl`	Quiver: Using Control Perturbations to Increase the Observability of Sensor Data in Smart Buildings. CoRR Jason Koh, Bharathan Balaji, Vahideh Akhlaghi, Yuvraj Agarwal, Rajesh Gupta
2016	—	`—`	Software Augmented Buildings: Exploiting Existing Infrastructure to Improve Energy Efficiency and Comfort in Commercial Buildings Bharathan Balaji
2015	—	`conf`	BuildingRules: a trigger-action based system to manage complex commercial buildings. UbiComp/ISWC Adjunct Alessandro Antonio Nacci, Bharathan Balaji, Paola Spoletini, Rajesh K. Gupta, Donatella Sciuto, Yuvraj Agarwal
2015	J	`jnl`	HVACMeter: Apportionment of HVAC Power to Thermal Zones and Air Handler Units. CoRR Jason Koh, Bharathan Balaji, Rajesh Gupta, Yuvraj Agarwal
2015	A*	`conf`	Models, abstractions, and architectures: the missing links in cyber-physical systems. DAC Bharathan Balaji, Mohammad Abdullah Al Faruque, Nikil D. Dutt, Rajesh K. Gupta, Yuvraj Agarwal
2015	—	`conf`	Poster Abstract: Controlling Actuation in Central HVAC Systems in Buildings. BuildSys Jason Koh, Bharathan Balaji, Rajesh K. Gupta, Yuvraj Agarwal
2015	—	`conf`	Zodiac: Organizing Large Deployment of Sensors to Create Reusable Applications for Buildings. BuildSys Bharathan Balaji, Chetan Verma, Balakrishnan Narayanaswamy, Yuvraj Agarwal
2014	—	`conf`	BuildingSherlock: fault management framework for HVAC systems: demo abstract. BuildSys Rizhen Zhang, Bharathan Balaji, Yan Zhang, Balakrishnan Narayanaswamy, Yuvraj Agarwal
2014	—	`conf`	Data driven investigation of faults in HVAC systems with model, cluster and compare (MCC). BuildSys Balakrishnan Narayanaswamy, Bharathan Balaji, Rajesh K. Gupta, Yuvraj Agarwal
2013	Misc	`conf`	Sentinel: occupancy based HVAC actuation using existing WiFi infrastructure within commercial buildings. SenSys Bharathan Balaji, Jian Xu, Anthony Nwokafor, Rajesh Gupta, Yuvraj Agarwal
2013	—	`conf`	ZonePAC: Zonal Power Estimation and Control via HVAC Metering and Occupant Feedback. BuildSys@SenSys Bharathan Balaji, Hidetoshi Teraoka, Rajesh K. Gupta, Yuvraj Agarwal
2012	—	`conf`	A wi-fi based occupancy sensing approach to smart energy in commercial office buildings. BuildSys@SenSys Du Li, Bharathan Balaji, Yifei Jiang, Kshitiz Singh
2012	—	`conf`	Accurate Characterization of the Variability in Power Consumption in Modern Mobile Processors. HotPower Bharathan Balaji, John McCullough, Rajesh K. Gupta, Yuvraj Agarwal
2011	—	`conf`	Duty-cycling buildings aggressively: The next frontier in HVAC control. IPSN Yuvraj Agarwal, Bharathan Balaji, Seemanta Dutta, Rajesh K. Gupta, Thomas Weng
2011	—	`conf`	Managing plug-loads for demand response within buildings. BuildSys@SenSys Thomas Weng, Bharathan Balaji, Seemanta Dutta, Rajesh K. Gupta, Yuvraj Agarwal
2010	B	`conf`	A Novel Power Saving Strategy for Greening IEEE 802.11 Based Wireless Networks. GLOBECOM Bharathan Balaji, Tamma Bheemarjuna Reddy, B. S. Manoj
2010	—	`conf`	Occupancy-driven energy management for smart building automation. BuildSys@SenSys Yuvraj Agarwal, Bharathan Balaji, Rajesh K. Gupta, Jacob Lyles, Michael Wei, Thomas Weng