Amir Barati Farimani
10 papers · 2022–2026 · 5 conferences · across top CS/AI conferences
Achievements
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π Cross-Pollinator (15) π§ Keyword Pioneer π Conference Polyglot (4) π Renaissance Researcher (5) π Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(14)
π
Century Club
(10)
π₯
Unstoppable
(5)
Conferences
ICLR (5)
NIPS (2)
CVPR (1)
EACL (1)
ICML (1)
Top co-authors
Keywords
image generation
(1)
visual question answering
(1)
multimodal learning
(1)
image captioning
(1)
computational efficiency
(1)
software engineering
(1)
monte carlo tree search
(1)
diffusion model
(1)
partial differential equation
(1)
vision-language model
(1)
agentic workflow
(1)
extrapolation ability
(1)
scientific computing
(1)
neural operator
(1)
symbolic regression
(1)
equation discovery
(1)
vision-language modeling
(1)
multimodal diffusion
(1)
genetic programming
(1)
surrogate modeling
(1)
Papers
TDFlow: Agentic Workflows for Test Driven Development
EACL 2026
Text2PDE: Latent Diffusion Models for Accessible Physics Simulation
ICLR 2025
Dual Diffusion for Unified Image Generation and Understanding
CVPR 2025
LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models
ICML 2025
LLM-SR: Scientific Equation Discovery via Programming with Large Language Models
ICLR 2025
SNIP: Bridging Mathematical Symbolic and Numeric Realms with Unified Pre-training
ICLR 2024
Scalable Transformer for PDE Surrogate Modeling
NIPS 2023
Transformer-based Planning for Symbolic Regression
NIPS 2023
TPU-GAN: Learning temporal coherence from dynamic point cloud sequences
ICLR 2022
Prototype memory and attention mechanisms for few shot image generation
ICLR 2022