Ching Fang

Joined

May 2021

Names

Ching Fang (Preferred)

Emails

****@cumc.columbia.edu (Confirmed)

****@gmail.com (Confirmed)

****@columbia.edu (Confirmed)

****@hms.harvard.edu (Confirmed)

Personal Links

Homepage

Career & Education History

PhD student

Neurobiology & Behavior, Columbia University (columbia.edu)

2019 – 2024

Advisors, Relations & Conflicts

No relations added

Expertise

No areas of expertise listed

Publications

Memories to Maps: Mechanisms of In-Context Reinforcement Learning in Transformers
Ching Fang, Kanaka Rajan
- Submitted to ICLR 2026
- Readers: Everyone
Unsupervised decoding of encoded reasoning using language model interpretability
Ching Fang, Samuel Marks
- Mech Interp Workshop (NeurIPS 2025) Spotlight
- Readers: Everyone
Promoting cross-modal representations to improve multimodal foundation models for physiological signals
Ching Fang, Christopher Michael Sandino, Behrooz Mahasseni, Juri Minxha, Hadi Pouransari, Erdrin Azemi, Ali Moin, Ellen L. Zippi
- AIM-FM Workshop @ NeurIPS'24 Poster
- Readers: Everyone
Predictive auxiliary objectives in deep RL mimic learning in the brain
Ching Fang, Kim Stachenfeld
- ICLR 2024 oral
- Readers: Everyone
Predictive Dynamics Improve Noise Robustness in a Deep Network Model of the Human Auditory System
Ching Fang, Erica Shook, Justin Buck, Guillermo Horga
- Published: 18 Oct 2022, Last Modified: 05 May 2023
- SVRHM Oral
- Readers: Everyone
Neural learning rules for generating flexible predictions and computing the successor representation
Ching Fang, Dmitriy Aronov, Larry Abbott, Emily L Mackevicius
- 28 May 2022
- OpenReview Archive Direct Upload
- Readers: Everyone
Biological learning in key-value memory networks
Danil Tyulmankov, Ching Fang, Annapurna Vadaparty, Guangyu Robert Yang
- Published: 09 Nov 2021, Last Modified: 05 May 2023
- NeurIPS 2021 Poster
- Readers: Everyone
Biological learning in key-value memory networks
Danil Tyulmankov, Ching Fang, Annapurna Vadaparty, Guangyu Robert Yang
- Published: 09 Nov 2021, Last Modified: 05 May 2023
- NeurIPS 2021 Poster
- Readers: Everyone