Leo Feng

22 papers A* 7Journal 15
YearRankTypeTitle / Venue / Authors
2026 J jnl
Do LLMs Benefit from User and Item Embeddings in Recommendation Tasks?
CoRR
Mir Rayat Imtiaz Hossain, Leo Feng, Leonid Sigal, Mohamed Osama Ahmed
2025 A* conf
Adaptive teachers for amortized samplers.
ICLR
Minsu Kim, Sanghyeok Choi, Taeyoung Yun, Emmanuel Bengio, Leo Feng, Jarrid Rector-Brooks, Sungsoo Ahn, Jinkyoo Park, Nikolay Malkin, Yoshua Bengio
2024 J jnl
Adaptive teachers for amortized samplers.
CoRR
Minsu Kim, Sanghyeok Choi, Taeyoung Yun, Emmanuel Bengio, Leo Feng, Jarrid Rector-Brooks, Sungsoo Ahn, Jinkyoo Park, Nikolay Malkin, Yoshua Bengio
2024 J jnl
Attention as an RNN.
CoRR
Leo Feng, Frederick Tung, Hossein Hajimirsadeghi, Mohamed Osama Ahmed, Yoshua Bengio, Greg Mori
2024 J jnl
Generative Active Learning for the Search of Small-molecule Protein Binders.
CoRR
Maksym Korablyov, Cheng-Hao Liu, Moksh Jain, Almer M. van der Sloot, Eric Jolicoeur, Edward Ruediger, Andrei Cristian Nica, Emmanuel Bengio, Kostiantyn Lapchevskyi, Daniel St-Cyr, Doris Alexandra Schuetz, Victor Ion Butoi, Jarrid Rector-Brooks, Simon Blackburn, Leo Feng, Hadi Nekoei, Sai Krishna Gottipati, Priyesh Vijayan, Prateek Gupta, Ladislav Rampásek, Sasikanth Avancha, Pierre-Luc Bacon, William L. Hamilton, Brooks Paige, Sanchit Misra, Stanislaw Kamil Jastrzebski, Bharat Kaul, Doina Precup, José Miguel Hernández-Lobato, Marwin H. S. Segler, Michael M. Bronstein, Anne Marinier, Mike Tyers, Yoshua Bengio
2024 A* conf
Memory Efficient Neural Processes via Constant Memory Attention Block.
ICML
Leo Feng, Frederick Tung, Hossein Hajimirsadeghi, Yoshua Bengio, Mohamed Osama Ahmed
2024 A* conf
Tree Cross Attention.
ICLR
Leo Feng, Frederick Tung, Hossein Hajimirsadeghi, Yoshua Bengio, Mohamed Osama Ahmed
2024 J jnl
Were RNNs All We Needed?
CoRR
Leo Feng, Frederick Tung, Mohamed Osama Ahmed, Yoshua Bengio, Hossein Hajimirsadeghi
2023 J jnl
Constant Memory Attention Block.
CoRR
Leo Feng, Frederick Tung, Hossein Hajimirsadeghi, Yoshua Bengio, Mohamed Osama Ahmed
2023 J jnl
Constant Memory Attentive Neural Processes.
CoRR
Leo Feng, Frederick Tung, Hossein Hajimirsadeghi, Yoshua Bengio, Mohamed Osama Ahmed
2023 A* conf
Latent Bottlenecked Attentive Neural Processes.
ICLR
Leo Feng, Hossein Hajimirsadeghi, Yoshua Bengio, Mohamed Osama Ahmed
2023 A* conf
Towards Better Selective Classification.
ICLR
Leo Feng, Mohamed Osama Ahmed, Hossein Hajimirsadeghi, Amir H. Abdi
2023 J jnl
Tree Cross Attention.
CoRR
Leo Feng, Frederick Tung, Hossein Hajimirsadeghi, Yoshua Bengio, Mohamed Osama Ahmed
2022 A* conf
Continuous-Time Meta-Learning with Forward Mode Differentiation.
ICLR
Tristan Deleu, David Kanaa, Leo Feng, Giancarlo Kerg, Yoshua Bengio, Guillaume Lajoie, Pierre-Luc Bacon
2022 J jnl
Continuous-Time Meta-Learning with Forward Mode Differentiation.
CoRR
Tristan Deleu, David Kanaa, Leo Feng, Giancarlo Kerg, Yoshua Bengio, Guillaume Lajoie, Pierre-Luc Bacon
2022 J jnl
Designing Biological Sequences via Meta-Reinforcement Learning and Bayesian Optimization.
CoRR
Leo Feng, Padideh Nouri, Aneri Muni, Yoshua Bengio, Pierre-Luc Bacon
2022 J jnl
Latent Bottlenecked Attentive Neural Processes.
CoRR
Leo Feng, Hossein Hajimirsadeghi, Yoshua Bengio, Mohamed Osama Ahmed
2022 J jnl
Stop Overcomplicating Selective Classification: Use Max-Logit.
CoRR
Leo Feng, Mohamed Osama Ahmed, Hossein Hajimirsadeghi, Amir H. Abdi
2021 A* conf
Exploration in Approximate Hyper-State Space for Meta Reinforcement Learning.
ICML
Luisa M. Zintgraf, Leo Feng, Cong Lu, Maximilian Igl, Kristian Hartikainen, Katja Hofmann, Shimon Whiteson
2021 J jnl
VariBAD: Variational Bayes-Adaptive Deep RL via Meta-Learning.
J. Mach. Learn. Res.
Luisa M. Zintgraf, Sebastian Schulze, Cong Lu, Leo Feng, Maximilian Igl, Kyriacos Shiarlis, Yarin Gal, Katja Hofmann, Shimon Whiteson
2020 J jnl
Exploration in Approximate Hyper-State Space for Meta Reinforcement Learning.
CoRR
Luisa M. Zintgraf, Leo Feng, Maximilian Igl, Kristian Hartikainen, Katja Hofmann, Shimon Whiteson
2019 J jnl
VIABLE: Fast Adaptation via Backpropagating Learned Loss.
CoRR
Leo Feng, Luisa M. Zintgraf, Bei Peng, Shimon Whiteson