BC
Brian Chen
cs.CLcs.CVcs.AIcs.LGcs.MMcs.SDeess.AScs.CRcs.ITmath.IT
On Valency
published · living versionsW_5uruupn8·v1 · currentpublished
Auditing language models for hidden objectives
with Samuel Marks, Johannes Treutlein, Trenton Bricken, Jack Lindsey +30
1 version
Preprints & journals
18 papers in the corpus · 2007–2026Speculative Correction: Draft-then-Refine Decoding for Diffusion Language Models2608.02625v1 · Brian K Chen, Chong Wu, Kenji Kawaguchi2026 · 0 citationsarXiv
Rethinking pathology image analysis through shuffling.42527448 · Liu, Zeyu, Zhang, Tianyi, Chen, Brian K et al.2026 · 0 citationsnpj biomedical innovations. 2026;3(1)
Logical Judgments Under Pressure: Diagnosing Syllogistic Stability with Learned Soft Prefixes2607.18228v1 · Brian K Chen2026 · 0 citationsarXiv
PrefixMemory-Tuning: Modernizing Prefix-Tuning by Decoupling the Prefix from Attention2506.13674v3 · Haonan Wang, Brian Chen, Siquan Li et al.2025 · 0 citationsarXiv
EgoTV: Egocentric Task Verification from Natural Language Task Descriptions2303.16975v6 · Rishi Hazra, Brian Chen, Akshara Rai et al.2023 · 8 citationsarXiv
Memory-Efficient LLM Training by Various-Grained Low-Rank Projection of Gradients2505.01744v1 · Yezhen Wang, Zhouhao Yang, Brian K Chen et al.2025 · 0 citationsarXiv
Auditing language models for hidden objectives2503.10965v2 · Samuel Marks, Johannes Treutlein, Trenton Bricken et al.2025 · 4 citationsarXivon Valency
User-in-the-loop Evaluation of Multimodal LLMs for Activity Assistance2408.03160v2 · Mrinal Verghese, Brian Chen, Hamid Eghbalzadeh et al.2024 · 4 citationsarXiv
Exact Conversion of In-Context Learning to Model Weights in Linearized-Attention Transformers2406.02847v2 · Brian K Chen, Tianyang Hu, Hui Jin et al.2024 · 0 citationsarXiv
What, when, and where? -- Self-Supervised Spatio-Temporal Grounding in Untrimmed Multi-Action Videos from Narrated Instructions2303.16990v2 · Brian Chen, Nina Shvetsova, Andrew Rouditchenko et al.2023 · 3 citationsarXiv
Weakly-Supervised Temporal Article Grounding2210.12444v2 · Long Chen, Yulei Niu, Brian Chen et al.2022 · 12 citationsarXiv
Everything at Once -- Multi-modal Fusion Transformer for Video Retrieval2112.04446v2 · Nina Shvetsova, Brian Chen, Andrew Rouditchenko et al.2021 · 143 citationsarXiv
Routing with Self-Attention for Multimodal Capsule Networks2112.00775v1 · Kevin Duarte, Brian Chen, Nina Shvetsova et al.2021 · 1 citationarXiv
AVLnet: Learning Audio-Visual Language Representations from Instructional Videos2006.09199v2 · Andrew Rouditchenko, Angie Boggust, David Harwath et al.2020 · 108 citationsarXiv
Generalizable deep temporal models for predicting episodes of sudden hypotension in critically ill patients: a personalized approach.32651401 · Chan, Brandon, Chen, Brian, Sedghi, Alireza et al.2020 · 47 citationsScientific reports. 2020;10(1):11480
Meta Variational Monte Carlo2011.10614v1 · Tianchen Zhao, James Stokes, Oliver Knitter et al.2020 · 1 citationarXiv
Acoustically actuated ultra-compact NEMS magnetoelectric antennas.28831042 · Nan, Tianxiang, Lin, Hwaider, Gao, Yuan et al.2017 · 488 citationsNature communications. 2017;8(1):296
Authentication with Distortion Criteriacs/0503027v2 · Emin Martinian, Gregory W. Wornell, Brian Chen2005 · 0 citationsarXiv
Career total: 70 works. 18 are in this corpus.
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