Russ Salakhutdinov

22 papers A* 13B 1Journal 6Unranked 2

Year	Rank	Type	Title / Venue / Authors
2025	A*	`conf`	Dissecting Adversarial Robustness of Multimodal LM Agents. ICLR Chen Henry Wu, Rishi Rajesh Shah, Jing Yu Koh, Russ Salakhutdinov, Daniel Fried, Aditi Raghunathan
2025	A*	`conf`	Self-Correcting Decoding with Generative Feedback for Mitigating Hallucinations in Large Vision-Language Models. ICLR Ce Zhang, Zifu Wan, Zhehan Kan, Martin Q. Ma, Simon Stepputtis, Deva Ramanan, Russ Salakhutdinov, Louis-Philippe Morency, Katia P. Sycara, Yaqi Xie
2025	J	`jnl`	Self-Correcting Decoding with Generative Feedback for Mitigating Hallucinations in Large Vision-Language Models. CoRR Ce Zhang, Zifu Wan, Zhehan Kan, Martin Q. Ma, Simon Stepputtis, Deva Ramanan, Russ Salakhutdinov, Louis-Philippe Morency, Katia P. Sycara, Yaqi Xie
2025	J	`jnl`	The BrowserGym Ecosystem for Web Agent Research. Trans. Mach. Learn. Res. Thibault Le Sellier de Chezelles, Maxime Gasse, Alexandre Lacoste, Massimo Caccia, Alexandre Drouin, Léo Boisvert, Megh Thakkar, Tom Marty, Rim Assouel, Sahar Omidi Shayegan, Lawrence Keunho Jang, Xing Han Lù, Ori Yoran, Dehan Kong, Frank F. Xu, Siva Reddy, Graham Neubig, Quentin Cappart, Russ Salakhutdinov, Nicolas Chapados
2025	A*	`conf`	Training a Generally Curious Agent. ICML Fahim Tajwar, Yiding Jiang, Abitha Thankaraj, Sumaita Sadia Rahman, J. Zico Kolter, Jeff Schneider, Russ Salakhutdinov
2025	A*	`conf`	Wayward Concepts In Multimodal Models. ICLR Brandon Trabucco, Max Gurinas, Kyle Doherty, Russ Salakhutdinov
2024	J	`jnl`	Evaluating Deep Unlearning in Large Language Models. CoRR Ruihan Wu, Chhavi Yadav, Russ Salakhutdinov, Kamalika Chaudhuri
2024	J	`jnl`	IoT-LM: Large Multisensory Language Models for the Internet of Things. CoRR Shentong Mo, Russ Salakhutdinov, Louis-Philippe Morency, Paul Pu Liang
2024	A*	`conf`	MMoE: Enhancing Multimodal Models with Mixtures of Multimodal Interaction Experts. EMNLP Haofei Yu, Zhengyang Qi, Lawrence Jang, Russ Salakhutdinov, Louis-Philippe Morency, Paul Pu Liang
2024	A*	`conf`	Multimodal Learning Without Labeled Multimodal Data: Guarantees and Applications. ICLR Paul Pu Liang, Chun Kai Ling, Yun Cheng, Alexander Obolenskiy, Yudong Liu, Rohan Pandey, Alex Wilf, Louis-Philippe Morency, Russ Salakhutdinov
2024	—	`conf`	VisualWebArena: Evaluating Multimodal Agents on Realistic Visual Web Tasks. ACL (1) Jing Yu Koh, Robert Lo, Lawrence Jang, Vikram Duvvur, Ming Chong Lim, Po-Yu Huang, Graham Neubig, Shuyan Zhou, Russ Salakhutdinov, Daniel Fried
2023	A*	`conf`	Generating Images with Multimodal Language Models. NeurIPS Jing Yu Koh, Daniel Fried, Russ Salakhutdinov
2023	A*	`conf`	Graph Generative Model for Benchmarking Graph Neural Networks. ICML Minji Yoon, Yue Wu, John Palowitch, Bryan Perozzi, Russ Salakhutdinov
2023	J	`jnl`	High-Modality Multimodal Transformer: Quantifying Modality & Interaction Heterogeneity for High-Modality Representation Learning. Trans. Mach. Learn. Res. Paul Pu Liang, Yiwei Lyu, Xiang Fan, Jeffrey Tsaw, Yudong Liu, Shentong Mo, Dani Yogatama, Louis-Philippe Morency, Russ Salakhutdinov
2023	J	`jnl`	MultiIoT: Towards Large-scale Multisensory Learning for the Internet of Things. CoRR Shentong Mo, Paul Pu Liang, Russ Salakhutdinov, Louis-Philippe Morency
2023	A*	`conf`	Quantifying & Modeling Multimodal Interactions: An Information Decomposition Framework. NeurIPS Paul Pu Liang, Yun Cheng, Xiang Fan, Chun Kai Ling, Suzanne Nie, Richard J. Chen, Zihao Deng, Nicholas B. Allen, Randy Auerbach, Faisal Mahmood, Russ Salakhutdinov, Louis-Philippe Morency
2023	A*	`conf`	SPRING: Studying Papers and Reasoning to play Games. NeurIPS Yue Wu, So Yeon Min, Shrimai Prabhumoye, Yonatan Bisk, Russ Salakhutdinov, Amos Azaria, Tom M. Mitchell, Yuanzhi Li
2023	A*	`conf`	Simplifying Model-based RL: Learning Representations, Latent-space Models, and Policies with One Objective. ICLR Raj Ghugare, Homanga Bharadhwaj, Benjamin Eysenbach, Sergey Levine, Russ Salakhutdinov
2022	A*	`conf`	Imitating Past Successes can be Very Suboptimal. NeurIPS Benjamin Eysenbach, Soumith Udatha, Russ Salakhutdinov, Sergey Levine
2022	A*	`conf`	Paraphrasing Is All You Need for Novel Object Captioning. NeurIPS Cheng-Fu Yang, Yao-Hung Hubert Tsai, Wan-Cyuan Fan, Russ Salakhutdinov, Louis-Philippe Morency, Frank Wang
2021	B	`conf`	From Differentiable Reasoning to Self-supervised Embodied Active Learning. ICMI Russ Salakhutdinov
2016	—	`conf`	Iterative Refinement of the Approximate Posterior for Directed Belief Networks. NIPS R. Devon Hjelm, Russ Salakhutdinov, Kyunghyun Cho, Nebojsa Jojic, Vince D. Calhoun, Junyoung Chung