Cyrus Rashtchian
I am a Senior Research Scientist working on factuality, multimodal alignment, and mechanistic interpretability. I am also very interested in how to improve the reasoning capabilities of LLMs and how to create better RAG Systems.
For more about my papers and talks: https://sites.google.com/site/cyrusrashtchian/
Authored Publications
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Sufficient Context: A New Lens on Retrieval Augmented Generation Systems
Hailey Joren
Jianyi Zhang
Chun-Sung Ferng
Ankur Taly
International Conference on Learning Representations (ICLR) (2025)
DreamSync: Aligning Text-to-Image Generation with Image Understanding Models
Jiao Sun
Yushi Hu
Deqing Fu
Royi Rassin
Su Wang
Charles Herrmann
Ranjay Krishna
Synthetic Data for Computer Vision Workshop @ CVPR 2024
SLED: Self Logits Evolution Decoding for Improving Factuality in Large Language Models
Jianyi Zhang
Chun-Sung Ferng
Heinrich Jiang
Yiran Chen
NeurIPS (2024)
How Transformers Solve Propositional Logic Problems: A Mechanistic Analysis
Guanzhe Hong
Nishanth Dikkala
Enming Luo
The 4th Workshop on Mathematical Reasoning and AI @ NeurIPS 2024
Benchmarking Robustness to Adversarial Image Obfuscations
Florian Stimberg
Hussein Hazimeh
Yintao Liu
Merve Kaya
Ariel Fuxman
Mehmet Tek
Advances in Neural Information Processing Systems (2023)
Substance or Style: What Does Your Image Embedding Know?
Charles Herrmann
Chun-Sung Ferng
Dilip Krishnan
NeurIPS 2023 Workshop on Distribution Shifts (DistShift) New Frontiers with Foundation Models
