Siddharth Goyal

According to our database, Siddharth Goyal authored at least 24 papers between 2008 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

"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

Proceedings of the 17th Conference of the European Chapter of the Association for Computational Linguistics, 2023

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, C. Lawrence Zitnick

CoRR, 2022

Towards Training Billion Parameter Graph Neural Networks for Atomic Simulations.

Anuroop Sriram, Abhishek Das, Brandon M. Wood, Siddharth Goyal, C. Lawrence Zitnick

Proceedings of the Tenth International Conference on Learning Representations, 2022

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

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, Tom Birch, Vitaliy Liptchinsky, Sergey Edunov, Michael Auli, Armand Joulin

J. Mach. Learn. Res., 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

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, C. Lawrence Zitnick, Guolin Ke, Shuxin Zheng, Yu Shi, Di He, Tie-Yan Liu, Chengxuan Ying, Jiacheng You, Yihan He, Rostislav Grigoriev, Ruslan Lukin, Adel Yarullin, Max Faleev

Proceedings of the NeurIPS 2021 Competitions and Demonstrations Track, 2021

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, Tom Birch, Vitaliy Liptchinsky, Sergey Edunov, Edouard Grave, Michael Auli, Armand Joulin

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, Brandon M. Wood, Junwoong Yoon, Devi Parikh, C. Lawrence Zitnick, Zachary W. Ulissi

CoRR, 2020

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, Kevin Tran, Brandon M. Wood, Junwoong Yoon, Devi Parikh, Zachary W. Ulissi

CoRR, 2020

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, C. Lawrence Zitnick, Jason Weston

CoRR, 2019

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

2017

Trace norm regularization and faster inference for embedded speech recognition RNNs.

Markus Kliegl, Siddharth Goyal, Kexin Zhao, Kavya Srinet, Mohammad Shoeybi

CoRR, 2017

2016

Exploiting Local and Global Context In PPI networks For Efficient Protein Function Prediction.

D. Satheesh Kumar, Siddharth Goyal, V. Prashant Reddy, Ramesh Loganathan

Proceedings of the 3rd IKDD Conference on Data Science, 2016

An agent-based test bed for building controls.

Siddharth Goyal, Weimin Wang, Michael R. Brambley

Proceedings of the 2016 American Control Conference, 2016

2014

Structure-preserving model reduction of nonlinear building thermal models.

Kun Deng, Siddharth Goyal, Prabir Barooah, Prashant G. Mehta

Autom., 2014

Model-free occupancy-based control of variable-air-volume terminal boxes: demo abstract.

Guopeng Liu, Yunzhi (Lucy) Huang, Siddharth Goyal, Michael R. Brambley

Proceedings of the 1st ACM Conference on Embedded Systems for Energy-Efficient Buildings, 2014

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

Proceedings of the 53rd IEEE Conference on Decision and Control, 2014

2013

Energy-efficient control of an air handling unit for a single-zone VAV system.

Siddharth Goyal, Prabir Barooah

Proceedings of the 52nd IEEE Conference on Decision and Control, 2013

2012

Effect of various uncertainties on the performance of occupancy-based optimal control of HVAC zones.

Siddharth Goyal, Herbert A. Ingley, Prabir Barooah

Proceedings of the 51th IEEE Conference on Decision and Control, 2012

Zone-level control algorithms based on occupancy information for energy efficient buildings.

Siddharth Goyal, Herbert A. Ingley, Prabir Barooah

Proceedings of the American Control Conference, 2012

2011

Identification of multi-zone building thermal interaction model from data.

Siddharth Goyal, Chenda Liao, Prabir Barooah

Proceedings of the 50th IEEE Conference on Decision and Control and European Control Conference, 2011

A Method for model-reduction of nonlinear building thermal dynamics.

Siddharth Goyal, Prabir Barooah

Proceedings of the American Control Conference, 2011

2008

Practical Optimal Caching Using Multiple Virtual Caches in Multiple Query Optimization.

Anand Bhaskar Das, Siddharth Goyal, Anand Gupta

Proceedings of the Wireless Networks, 2008