Jannik Brinkmann

23 papers A* 4A 1Journal 14Unranked 4
YearRankTypeTitle / Venue / Authors
2026 J jnl
Agents of Chaos.
CoRR
Natalie Shapira, Chris Wendler, Avery Yen, Gabriele Sarti, Koyena Pal, Olivia Floody, Adam Belfki, Alexander R. Loftus, Aditya Ratan Jannali, Nikhil Prakash, Jasmine Cui, Giordano Rogers, Jannik Brinkmann, Can Rager, Amir Zur, Michael Ripa, Aruna Sankaranarayanan, David Atkinson, Rohit Gandikota, Jaden Fiotto-Kaufman, Eunjeong Hwang, Hadas Orgad, P. Sam Sahil, Negev Taglicht, Tomer Shabtay, Atai Ambus, Nitay Alon, Shiri Oron, Ayelet Gordon-Tapiero, Yotam Kaplan, Vered Shwartz, Tamar Rott Shaham, Christoph Riedl, Reuth Mirsky, Maarten Sap, David Manheim, Tomer Ullman, David Bau
2026 J jnl
Mechanisms of AI Protein Folding in ESMFold.
CoRR
Kevin Lu, Jannik Brinkmann, Stefan Huber, Aaron Mueller, Yonatan Belinkov, David Bau, Chris Wendler
2025 J jnl
In-Context Algebra.
CoRR
Eric Todd, Jannik Brinkmann, Rohit Gandikota, David Bau
2025 J jnl
In-Context Learning Without Copying.
CoRR
Kerem Sahin, Sheridan Feucht, Adam Belfki, Jannik Brinkmann, Aaron Mueller, David Bau, Chris Wendler
2025 J jnl
Jailbreak Strength and Model Similarity Predict Transferability.
CoRR
Rico Angell, Jannik Brinkmann, He He
2025 — conf
Large Language Models Share Representations of Latent Grammatical Concepts Across Typologically Diverse Languages.
NAACL (Long Papers)
Jannik Brinkmann, Chris Wendler, Christian Bartelt, Aaron Mueller
2025 J jnl
Large Language Models Share Representations of Latent Grammatical Concepts Across Typologically Diverse Languages.
CoRR
Jannik Brinkmann, Chris Wendler, Christian Bartelt, Aaron Mueller
2025 A* conf
NNsight and NDIF: Democratizing Access to Open-Weight Foundation Model Internals.
ICLR
Jaden Fried Fiotto-Kaufman, Alexander Russell Loftus, Eric Todd, Jannik Brinkmann, Koyena Pal, Dmitrii Troitskii, Michael Ripa, Adam Belfki, Can Rager, Caden Juang, Aaron Mueller, Samuel Marks, Arnab Sen Sharma, Francesca Lucchetti, Nikhil Prakash, Carla E. Brodley, Arjun Guha, Jonathan Bell, Byron C. Wallace, David Bau
2025 J jnl
NSA: Neuro-symbolic ARC Challenge.
CoRR
Pawel Batorski, Jannik Brinkmann, Paul Swoboda
2025 A* conf
Steering Language Models in Multi-Token Generation: A Case Study on Tense and Aspect.
EMNLP
Alina Klerings, Jannik Brinkmann, Daniel Ruffinelli, Simone Paolo Ponzetto
2025 J jnl
Steering Language Models in Multi-Token Generation: A Case Study on Tense and Aspect.
CoRR
Alina Klerings, Jannik Brinkmann, Daniel Ruffinelli, Simone Paolo Ponzetto
2024 — conf
A Mechanistic Analysis of a Transformer Trained on a Symbolic Multi-Step Reasoning Task.
ACL (Findings)
Jannik Brinkmann, Abhay Sheshadri, Victor Levoso, Paul Swoboda, Christian Bartelt
2024 J jnl
A Mechanistic Analysis of a Transformer Trained on a Symbolic Multi-Step Reasoning Task.
CoRR
Jannik Brinkmann, Abhay Sheshadri, Victor Levoso, Paul Swoboda, Christian Bartelt
2024 A conf
GOV-REK: Governed Reward Engineering Kernels for Designing Robust Multi-Agent Reinforcement Learning Systems.
AAMAS
Ashish Rana, Michael Oesterle, Jannik Brinkmann
2024 J jnl
GOV-REK: Governed Reward Engineering Kernels for Designing Robust Multi-Agent Reinforcement Learning Systems.
CoRR
Ashish Rana, Michael Oesterle, Jannik Brinkmann
2024 A* conf
Measuring Progress in Dictionary Learning for Language Model Interpretability with Board Game Models.
NeurIPS
Adam Karvonen, Benjamin Wright, Can Rager, Rico Angell, Jannik Brinkmann, Logan Smith, Claudio Mayrink Verdun, David Bau, Samuel Marks
2024 J jnl
Measuring Progress in Dictionary Learning for Language Model Interpretability with Board Game Models.
CoRR
Adam Karvonen, Benjamin Wright, Can Rager, Rico Angell, Jannik Brinkmann, Logan Smith, Claudio Mayrink Verdun, David Bau, Samuel Marks
2024 J jnl
NNsight and NDIF: Democratizing Access to Foundation Model Internals.
CoRR
Jaden Fiotto-Kaufman, Alexander R. Loftus, Eric Todd, Jannik Brinkmann, Caden Juang, Koyena Pal, Can Rager, Aaron Mueller, Samuel Marks, Arnab Sen Sharma, Francesca Lucchetti, Michael Ripa, Adam Belfki, Nikhil Prakash, Sumeet Multani, Carla E. Brodley, Arjun Guha, Jonathan Bell, Byron C. Wallace, David Bau
2024 J jnl
The Quest for the Right Mediator: A History, Survey, and Theoretical Grounding of Causal Interpretability.
CoRR
Aaron Mueller, Jannik Brinkmann, Millicent L. Li, Samuel Marks, Koyena Pal, Nikhil Prakash, Can Rager, Aruna Sankaranarayanan, Arnab Sen Sharma, Jiuding Sun, Eric Todd, David Bau, Yonatan Belinkov
2024 — conf
Unsupervised Extraction of Test Scenarios from Time-Series Sensor Data using Trace Graphs.
HICSS
Jannik Brinkmann, Noah Metzger, Christian Bartelt
2023 A* conf
A Multidimensional Analysis of Social Biases in Vision Transformers.
ICCV
Jannik Brinkmann, Paul Swoboda, Christian Bartelt
2023 J jnl
A Multidimensional Analysis of Social Biases in Vision Transformers.
CoRR
Jannik Brinkmann, Paul Swoboda, Christian Bartelt
2023 — conf
Bias Mitigation for Large Language Models using Adversarial Learning.
AEQUITAS@ECAI
Jasmina S. Ernst, Sascha Marton, Jannik Brinkmann, Eduardo Vellasques, Damien Foucard, Martin Kraemer, Marian Lambert