Practical Optimal Caching Using Multiple Virtual Caches in Multiple Query Optimization. - Anand Bhaskar Das; Siddharth Goyal; Anand Gupta (IMTIC, 2008)

A Method for model-reduction of nonlinear building thermal dynamics. - Siddharth Goyal; Prabir Barooah (ACC, 2011)

Identification of multi-zone building thermal interaction model from data. - Siddharth Goyal; Chenda Liao; Prabir Barooah (CDC/ECC, 2011)

Zone-level control algorithms based on occupancy information for energy efficient buildings. - Siddharth Goyal; Herbert A. Ingley; Prabir Barooah (ACC, 2012)

Effect of various uncertainties on the performance of occupancy-based optimal control of HVAC zones. - Siddharth Goyal; Herbert A. Ingley; Prabir Barooah (CDC, 2012)

Energy-efficient control of an air handling unit for a single-zone VAV system. - Siddharth Goyal; Prabir Barooah (CDC, 2013)

An experimental investigation of occupancy-based energy-efficient control of commercial building indoor climate. - Jonathan Brooks; Siddharth Goyal; Rahul Subramany; Yashen Lin; Timothy Middelkoop; Laura Arpan; Luca P. Carloni; Prabir Barooah (CDC, 2014)

Model-free occupancy-based control of variable-air-volume terminal boxes: demo abstract. - Guopeng Liu; Yunzhi (Lucy) Huang; Siddharth Goyal; Michael R. Brambley (BuildSys, 2014)

Structure-preserving model reduction of nonlinear building thermal models. - Kun Deng; Siddharth Goyal; Prabir Barooah; Prashant G. Mehta (Autom., 2014)

An agent-based test bed for building controls. - Siddharth Goyal; Weimin Wang; Michael R. Brambley (ACC, 2016)

Exploiting Local and Global Context In PPI networks For Efficient Protein Function Prediction. - D. Satheesh Kumar; Siddharth Goyal; V. Prashant Reddy; Ramesh Loganathan (CODS, 2016)

Trace norm regularization and faster inference for embedded speech recognition RNNs. - Markus Kliegl; Siddharth Goyal; Kexin Zhao; Kavya Srinet; Mohammad Shoeybi (CoRR, 2017)

CraftAssist: A Framework for Dialogue-enabled Interactive Agents. - Jonathan Gray; Kavya Srinet; Yacine Jernite; Haonan Yu; Zhuoyuan Chen; Demi Guo; Siddharth Goyal; C. Lawrence Zitnick; Arthur Szlam (CoRR, 2019)

Why Build an Assistant in Minecraft? - Arthur Szlam; Jonathan Gray; Kavya Srinet; Yacine Jernite; Armand Joulin; Gabriel Synnaeve; Douwe Kiela; Haonan Yu; Zhuoyuan Chen; Siddharth Goyal; Demi Guo; Danielle Rothermel; et al. (CoRR, 2019)

An Introduction to Electrocatalyst Design using Machine Learning for Renewable Energy Storage. - C. Lawrence Zitnick; Lowik Chanussot; Abhishek Das; Siddharth Goyal; Javier Heras-Domingo; Caleb Ho; Weihua Hu; Thibaut Lavril; Aini Palizhati; Morgane Riviere; Muhammed Shuaibi; Anuroop Sriram; et al. (CoRR, 2020)

The Open Catalyst 2020 (OC20) Dataset and Community Challenges. - Lowik Chanussot; Abhishek Das; Siddharth Goyal; Thibaut Lavril; Muhammed Shuaibi; Morgane Riviere; Kevin Tran; Javier Heras-Domingo; Caleb Ho; Weihua Hu; Aini Palizhati; Anuroop Sriram; et al. (CoRR, 2020)

Beyond English-Centric Multilingual Machine Translation. - Angela Fan; Shruti Bhosale; Holger Schwenk; Zhiyi Ma; Ahmed El-Kishky; Siddharth Goyal; Mandeep Baines; Onur Celebi; Guillaume Wenzek; Vishrav Chaudhary; Naman Goyal 001; Tom Birch; et al. (CoRR, 2020)

The Open Catalyst Challenge 2021: Competition Report. - Abhishek Das; Muhammed Shuaibi; Aini Palizhati; Siddharth Goyal; Aditya Grover; Adeesh Kolluru; Janice Lan; Ammar Rizvi; Anuroop Sriram; Brandon M. Wood; Devi Parikh; Zachary W. Ulissi; et al. (NeurIPS (Competition and Demos), 2021)

ForceNet: A Graph Neural Network for Large-Scale Quantum Calculations. - Weihua Hu; Muhammed Shuaibi; Abhishek Das; Siddharth Goyal; Anuroop Sriram; Jure Leskovec; Devi Parikh; C. Lawrence Zitnick (CoRR, 2021)

Beyond English-Centric Multilingual Machine Translation. - Angela Fan; Shruti Bhosale; Holger Schwenk; Zhiyi Ma; Ahmed El-Kishky; Siddharth Goyal; Mandeep Baines; Onur Celebi; Guillaume Wenzek; Vishrav Chaudhary; Naman Goyal 001; Tom Birch; et al. (J. Mach. Learn. Res., 2021)

Biological structure and function emerge from scaling unsupervised learning to 250 million protein sequences. - Alexander Rives; Joshua Meier; Tom Sercu; Siddharth Goyal; Zeming Lin; Jason Liu; Demi Guo; Myle Ott; C. Lawrence Zitnick; Jerry Ma; Rob Fergus (Proc. Natl. Acad. Sci. USA, 2021)

Towards Training Billion Parameter Graph Neural Networks for Atomic Simulations. - Anuroop Sriram; Abhishek Das; Brandon M. Wood; Siddharth Goyal; C. Lawrence Zitnick (ICLR, 2022)

The Open Catalyst 2022 (OC22) Dataset and Challenges for Oxide Electrocatalysis. - Richard Tran; Janice Lan; Muhammed Shuaibi; Siddharth Goyal; Brandon M. Wood; Abhishek Das; Javier Heras-Domingo; Adeesh Kolluru; Ammar Rizvi; Nima Shoghi; Anuroop Sriram; Zachary W. Ulissi; et al. (CoRR, 2022)

"John is 50 years old, can his son be 65?" Evaluating NLP Models' Understanding of Feasibility. - Himanshu Gupta; Neeraj Varshney; Swaroop Mishra; Kuntal Kumar Pal; Saurabh Arjun Sawant; Kevin Scaria; Siddharth Goyal; Chitta Baral (EACL, 2023)

InstructABSA: Instruction Learning for Aspect Based Sentiment Analysis. - Kevin Scaria; Himanshu Gupta; Siddharth Goyal; Saurabh Arjun Sawant; Swaroop Mishra; Chitta Baral (NAACL (Short Papers), 2024)