Publications

2024

1. The Concordia Contest: Advancing the Cooperative Intelligence of Language Agents

   Chandler Smith, Rakshit S Trivedi, Jesse Clifton, Lewis Hammond, Akbir Khan, Marwa Abdulhai, Alexander Sasha Vezhnevets, John P. Agapiou, Edgar A. Duéñez-Guzmán, Jayd Matyas, Danny Karmon, Dylan Hadfield-Menell, Natasha Jaques, Tim Baarslag, and Joel Z Leibo

   In Neural Information Processing Systems, Dec 2024

   BibTex Webpage

   @inproceedings{concordia24,
     title = {The Concordia Contest: Advancing the Cooperative Intelligence of Language Agents},
     author = {Smith, Chandler and Trivedi, Rakshit S and Clifton, Jesse and Hammond, Lewis and Khan, Akbir and Abdulhai, Marwa and Vezhnevets, Alexander Sasha and Agapiou, John P. and Duéñez-Guzmán, Edgar A. and Matyas, Jayd and Karmon, Danny and Hadfield-Menell, Dylan and Jaques, Natasha and Baarslag, Tim and Leibo, Joel Z},
     month = dec,
     year = {2024},
     booktitle = {Neural Information Processing Systems}
   }

2. Melting Pot Contest: Charting the Future of Generalized Cooperative Intelligence

   Rakshit S Trivedi, Akbir Khan, Jesse Clifton, Lewis Hammond, Edgar A. Duéñez-Guzmán, Dipam Chakraborty, John P Agapiou, Jayd Matyas, Sasha Vezhnevets, Barna Pásztor, Yunke Ao, Omar G. Younis, Jiawei Huang, Benjamin Swain, Haoyuan Qin, Mian Deng, Ziwei Deng, Utku Erdoğanaras, Yue Zhao, Marko Tesic, Natasha Jaques, Jakob Nicolaus Foerster, Vincent Conitzer, Jose Hernandez-Orallo, Dylan Hadfield-Menell, and Joel Z Leibo

   In Neural Information Processing Systems Datasets and Benchmarks Track, Dec 2024

   BibTex Paper

   @inproceedings{trivedi2024melting,
     title = {Melting Pot Contest: Charting the Future of Generalized Cooperative Intelligence},
     author = {Trivedi, Rakshit S and Khan, Akbir and Clifton, Jesse and Hammond, Lewis and Du{\'e}{\~n}ez-Guzm{\'a}n, Edgar A. and Chakraborty, Dipam and Agapiou, John P and Matyas, Jayd and Vezhnevets, Sasha and P{\'a}sztor, Barna and Ao, Yunke and Younis, Omar G. and Huang, Jiawei and Swain, Benjamin and Qin, Haoyuan and Deng, Mian and Deng, Ziwei and Erdo{\u{g}}anaras, Utku and Zhao, Yue and Tesic, Marko and Jaques, Natasha and Foerster, Jakob Nicolaus and Conitzer, Vincent and Hernandez-Orallo, Jose and Hadfield-Menell, Dylan and Leibo, Joel Z},
     booktitle = {Neural Information Processing Systems Datasets and Benchmarks Track},
     month = dec,
     year = {2024}
   }

3. Altared Environments: The Role of Normative Infrastructure in AI Alignment

   Rakshit S Trivedi, Nikhil Chandak, Carter Blair, Atrisha Sarkar, Tehilla Weltman, Dylan Hadfield-Menell, and Gillian K Hadfield

   In Agentic Markets Workshop at ICML 2024, Jul 2024

   BibTex

   @inproceedings{trivedi2024altared,
     title = {Altared Environments: The Role of Normative Infrastructure in {AI} Alignment},
     author = {Trivedi, Rakshit S and Chandak, Nikhil and Blair, Carter and Sarkar, Atrisha and Weltman, Tehilla and Hadfield-Menell, Dylan and Hadfield, Gillian K},
     booktitle = {Agentic Markets Workshop at ICML 2024},
     month = jul,
     year = {2024}
   }

4. Plug-And-Play Controllable Graph Generation With Diffusion Models

   Kartik Sharma, Srijan Kumar, and Rakshit S Trivedi

   In International Conference on Machine Learning, Jul 2024

   BibTex Paper

   @inproceedings{sharmadiff2023,
     title = {Plug-And-Play Controllable Graph Generation With Diffusion Models},
     author = {Sharma, Kartik and Kumar, Srijan and Trivedi, Rakshit S},
     month = jul,
     year = {2024},
     booktitle = {International Conference on Machine Learning}
   }

5. Normative Modules: A Generative Agent Architecture for Learning Norms that Supports Multi-Agent Cooperation

   Atrisha Sarkar, Andrei Ioan Muresanu, Carter Blair, Rakshit S Trivedi, and Gillian K Hadfield

   EC 2024 Workshop on Foundation Models and Game Theory, Jun 2024

   BibTex Paper

   @article{2024normative,
     title = {Normative Modules: A Generative Agent Architecture for Learning Norms that Supports Multi-Agent Cooperation},
     author = {Sarkar, Atrisha and Muresanu, Andrei Ioan and Blair, Carter and Trivedi, Rakshit S and Hadfield, Gillian K},
     journal = {EC 2024 Workshop on Foundation Models and Game Theory},
     month = jun,
     year = {2024}
   }

2023

1. The Melting Pot Contest

   Rakshit S Trivedi, Akbir Khan, Jesse Clifton, Lewis Hammond, John Agapiou, Edgar Dueñez-Guzman, Jayd Matyas, Dylan Hadfield-Menell, and Joel Z Leibo

   In Neural Information Processing Systems, Dec 2023

   BibTex Talk Webpage

   @inproceedings{Trimelt2023,
     title = {The Melting Pot Contest},
     author = {Trivedi, Rakshit S and Khan, Akbir and Clifton, Jesse and Hammond, Lewis and Agapiou, John and Dueñez-Guzman, Edgar and Matyas, Jayd and Hadfield-Menell, Dylan and Leibo, Joel Z},
     month = dec,
     year = {2023},
     booktitle = {Neural Information Processing Systems}
   }

2. Temporal Dynamics Aware Adversarial Attacks On Discrete-Time Graph Models

   Kartik Sharma, Rakshit S Trivedi, Rohit Sridhar, and Srijan Kumar

   ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Feb 2023

   BibTex Paper

   @article{sharma2023,
     title = {Temporal Dynamics Aware Adversarial Attacks On Discrete-Time Graph Models},
     author = {Sharma, Kartik and Trivedi, Rakshit S and Sridhar, Rohit and Kumar, Srijan},
     month = feb,
     year = {2023},
     journal = {ACM SIGKDD Conference on Knowledge Discovery and Data Mining}
   }

2022

1. Adaptive Incentive Design with Multi-Agent Meta-GradientReinforcement Learning

   Jiachen Yang, Ethan Wang, Rakshit S Trivedi, Tuo Zhao, and Hongyuan Zha

   In International Conference on Autonomous Agents and Multiagent Systems, May 2022

   BibTex Paper

   @inproceedings{YanWanTriZhaZha21,
     title = {Adaptive Incentive Design with Multi-Agent Meta-GradientReinforcement Learning},
     author = {Yang, Jiachen and Wang, Ethan and Trivedi, Rakshit S and Zhao, Tuo and Zha, Hongyuan},
     booktitle = {International Conference on Autonomous Agents and Multiagent Systems},
     month = may,
     year = {2022}
   }

2. CrowdPlay: CrowdSourcing Human Demonstrations for Offline Learning

   Matthias Gertsgrasser, Rakshit S Trivedi, and David C Parkes

   In International Conference on Learning Representations, Apr 2022

   BibTex Paper

   @inproceedings{GerTriPar21,
     title = {CrowdPlay: CrowdSourcing Human Demonstrations for Offline Learning},
     author = {Gertsgrasser, Matthias and Trivedi, Rakshit S and Parkes, David C},
     booktitle = {International Conference on Learning Representations},
     month = apr,
     year = {2022}
   }

2020

1. Learning Strategic Network Emergence Mechanisms

   Rakshit S Trivedi, and Hongyuan Zha

   In Neural Information Processing Systems, Dec 2020

   BibTex Paper Talk

   @inproceedings{TriZha20,
     title = {Learning Strategic Network Emergence Mechanisms},
     author = {Trivedi, Rakshit S and Zha, Hongyuan},
     booktitle = {Neural Information Processing Systems},
     month = dec,
     year = {2020}
   }

2. GraphOpt: Learning Optimization Models of Graph Formation

   Rakshit S Trivedi, Jiachen Yang, and Hongyuan Zha

   In International Conference on Machine Learning, Jul 2020

   BibTex Paper Talk

   @inproceedings{TriYanZha20,
     title = {GraphOpt: Learning Optimization Models of Graph Formation},
     author = {Trivedi, Rakshit S and Yang, Jiachen and Zha, Hongyuan},
     booktitle = {International Conference on Machine Learning},
     month = jul,
     year = {2020}
   }

2019

1. DyRep: Learning Representations over Dynamic Graphs

   Rakshit S Trivedi, Mehrdad Farajtabar, Prasenjeet Biswal, and Hongyuan Zha

   In International Conference on Learning Representations, Apr 2019

   BibTex Paper

   @inproceedings{TriFarBisZha19,
     title = {DyRep: Learning Representations over Dynamic Graphs},
     author = {Trivedi, Rakshit S and Farajtabar, Mehrdad and Biswal, Prasenjeet and Zha, Hongyuan},
     booktitle = {International Conference on Learning Representations},
     month = apr,
     year = {2019}
   }

2018

1. LinkNBed: Multi-Graph Representation Learning with Entity Linkage

   Rakshit S Trivedi, Bunyamin Sisman, Xin Luna Dong, Christos Faloutsos, Hongyuan Zha, and Jun Ma

   In Association for Computational Linguistics, Jul 2018

   BibTex Paper

   @inproceedings{TriSisLunFalZhaMa18,
     title = {LinkNBed: Multi-Graph Representation Learning with Entity Linkage},
     author = {Trivedi, Rakshit S and Sisman, Bunyamin and Luna Dong, Xin and Faloutsos, Christos and Zha, Hongyuan and Ma, Jun},
     booktitle = {Association for Computational Linguistics},
     month = jul,
     year = {2018}
   }

2. Deep Mean Field Games for Learning Optimal Behavior Policy of Large Populations

   Jiachen Yang, Xiaojing Ye, Rakshit S Trivedi, Huan Xu, and Hongyuan Zha

   In International Conference on Learning Representations, Apr 2018

   BibTex Paper

   @inproceedings{YanYeTriXuZha18,
     title = {Deep Mean Field Games for Learning Optimal Behavior Policy of Large Populations},
     author = {Yang, Jiachen and Ye, Xiaojing and Trivedi, Rakshit S and Xu, Huan and Zha, Hongyuan},
     booktitle = {International Conference on Learning Representations},
     month = apr,
     year = {2018}
   }

2017

1. Know-Evolve: Deep Temporal Reasoningfor Dynamic Knowledge Graphs

   Rakshit S Trivedi, Hanjun Dai, Yichen Wang, and Le Song

   In International Conference on Machine Learning, Jul 2017

   BibTex Paper Talk

   @inproceedings{TriDaiWanSon17,
     title = {Know-Evolve: Deep Temporal Reasoningfor Dynamic Knowledge Graphs},
     author = {Trivedi, Rakshit S and Dai, Hanjun and Wang, Yichen and Song, Le},
     booktitle = {International Conference on Machine Learning},
     month = jul,
     year = {2017}
   }

2. Fake News Mitigation via Point Process Based Intervention

   Mehrdad Farajtabar, Jiachen Yang, Xiaojing Ye, Rakshit S Trivedi, Elias Khalil, Shuang Li, Huan Xu, Le Song, and Hongyuan Zha

   In International Conference on Machine Learning, Jul 2017

   BibTex Paper Talk

   @inproceedings{FarYanYeTriKhaLiXuSonZha17,
     title = {Fake News Mitigation via Point Process Based Intervention},
     author = {Farajtabar, Mehrdad and Yang, Jiachen and Ye, Xiaojing and Trivedi, Rakshit S and Khalil, Elias and Li, Shuang and Xu, Huan and Song, Le and Zha, Hongyuan},
     booktitle = {International Conference on Machine Learning},
     month = jul,
     year = {2017}
   }

2016

1. Coevolutionary Latent Feature Processes for Continuous-Time User-Item Interactions

   Yichen Wang, Nan Du, Rakshit S Trivedi, and Hongyuan Zha

   In Neural Information Processing Systems, Dec 2016

   BibTex Paper

   @inproceedings{WanDuTriZha16,
     title = {Coevolutionary Latent Feature Processes for Continuous-Time User-Item Interactions},
     author = {Wang, Yichen and Du, Nan and Trivedi, Rakshit S and Zha, Hongyuan},
     booktitle = {Neural Information Processing Systems},
     month = dec,
     year = {2016}
   }

2. Recurrent Marked Temporal Point Process

   Nan Du, Hanjun Dai, Rakshit S Trivedi, Utkarsh Upadhyay, Manuel Gomez-Rodriguez, and Le Song

   In ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Aug 2016

   BibTex Paper

   @inproceedings{DuDaiTriUpaGomSon16,
     title = {Recurrent Marked Temporal Point Process},
     author = {Du, Nan and Dai, Hanjun and Trivedi, Rakshit S and Upadhyay, Utkarsh and Gomez-Rodriguez, Manuel and Song, Le},
     booktitle = {ACM SIGKDD Conference on Knowledge Discovery and Data Mining},
     month = aug,
     year = {2016}
   }

3. Recurrent Coevolutionary Feature Embedding Processes for Recommendation.

   Hanjun Dai, Yichen Wang, Rakshit S Trivedi, and Le Song

   RecSys DLRS workshop, Sep 2016

   BibTex Paper

   @article{DaiWanTriSon16,
     author = {Dai, Hanjun and Wang, Yichen and Trivedi, Rakshit S and Song, Le},
     title = {Recurrent Coevolutionary Feature Embedding Processes for Recommendation.},
     journal = {RecSys DLRS workshop},
     month = sep,
     year = {2016}
   }

2013

1. Discourse Connectors for Latent Subjectivity in Sentiment Analysis

   Rakshit S Trivedi, and Jacob Eisenstein

   In North American Chapter of the Association for Computational Linguistics, Dec 2013

   BibTex Paper

   @inproceedings{TriEis13,
     title = {Discourse Connectors for Latent Subjectivity in Sentiment Analysis},
     author = {Trivedi, Rakshit S and Eisenstein, Jacob},
     month = dec,
     year = {2013},
     booktitle = {North American Chapter of the Association for Computational Linguistics},
   }