LF
Leo Feng
cs.LGcs.AIstat.MLcs.CVcs.CLq-bio.BM
On Valency
published · living versionsW_rnpyx7eq·v1 · currentpublished
From AutoResearch to Continual AutoResearch: Do Agents Learn Across Tasks?
with Jeremy Qin, Ruizhi Deng, Mohamed Osama Ahmed, Frederick Tung
1 version
Preprints & journals
17 papers in the corpus · 2019–2026Amortized Off-Policy Evaluation for LLMs2610.10848v1 · Younwoo Choi, Leo Feng, Vincent Liu et al.2026 · 0 citationsarXiv
SENTRY: Deterministic, Intelligent Risk Assessment for IT Change Management2608.21203v1 · Daniel Arulpragasam, Christer Henrysson, Ella Ly et al.2026 · 0 citationsarXiv
Can LLMs Take Retrieved Information with a Grain of Salt?2605.06919v1 · Behzad Shayegh, Mohamed Osama Ahmed, Fred Tung et al.2026 · 0 citationsarXiv
Do LLMs Benefit from User and Item Embeddings in Recommendation Tasks?2601.04690v1 · Mir Rayat Imtiaz Hossain, Leo Feng, Leonid Sigal et al.2026 · 0 citationsarXiv
Were RNNs All We Needed?2410.01201v3 · Leo Feng, Frederick Tung, Mohamed Osama Ahmed et al.2024 · 11 citationsarXiv
Adaptive teachers for amortized samplers2410.01432v3 · Minsu Kim, Sanghyeok Choi, Taeyoung Yun et al.2024 · 0 citationsarXiv
Attention as an RNN2405.13956v2 · Leo Feng, Frederick Tung, Hossein Hajimirsadeghi et al.2024 · 3 citationsarXiv
Generative Active Learning for the Search of Small-molecule Protein Binders2405.01616v1 · Maksym Korablyov, Cheng-Hao Liu, Moksh Jain et al.2024 · 5 citationsarXiv
Tree Cross Attention2309.17388v2 · Leo Feng, Frederick Tung, Hossein Hajimirsadeghi et al.2023 · 0 citationsarXiv
Constant Memory Attention Block2306.12599v1 · Leo Feng, Frederick Tung, Hossein Hajimirsadeghi et al.2023 · 0 citationsarXiv
Memory Efficient Neural Processes via Constant Memory Attention Block2305.14567v3 · Leo Feng, Frederick Tung, Hossein Hajimirsadeghi et al.2023 · 1 citationarXiv
Latent Bottlenecked Attentive Neural Processes2211.08458v3 · Leo Feng, Hossein Hajimirsadeghi, Yoshua Bengio et al.2022 · 1 citationarXiv
Designing Biological Sequences via Meta-Reinforcement Learning and Bayesian Optimization2209.06259v1 · Leo Feng, Padideh Nouri, Aneri Muni et al.2022 · 2 citationsarXiv
Towards Better Selective Classification2206.09034v4 · Leo Feng, Mohamed Osama Ahmed, Hossein Hajimirsadeghi et al.2022 · 5 citationsarXiv
Continuous-Time Meta-Learning with Forward Mode Differentiation2203.01443v1 · Tristan Deleu, David Kanaa, Leo Feng et al.2022 · 6 citationsarXiv
Exploration in Approximate Hyper-State Space for Meta Reinforcement Learning2010.01062v3 · Luisa Zintgraf, Leo Feng, Cong Lu et al.2020 · 10 citationsarXiv
VIABLE: Fast Adaptation via Backpropagating Learned Loss1911.13159v1 · Leo Feng, Luisa Zintgraf, Bei Peng et al.2019 · 2 citationsarXiv
Career total: 21 works. 17 are in this corpus.
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