Farshad Khorrami
15 papers · 2023–2026 · 8 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (36) π€ Dynamic Duo (12) π Grand Slam
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Prolific Year Β· Productive
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Renaissance Researcher
(5)
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Century Club Β· Bronze
Top co-authors
Research topics
Artificial Intelligence
(12)
Core AI
(12)
Machine Learning
(10)
Learning Types Β· Machine Learning
(5)
Computer Vision
(4)
Deep Learning
(4)
Optimization & Theory
(4)
Learning Types Β· Deep Learning
(3)
Computer Science
(2)
Analysis
(2)
Application Areas
(2)
Applications
(2)
Core Methods
(2)
Processing
(2)
Reinforcement Learning
(1)
Keywords
vision-language model
(3)
offensive security
(2)
capture the flag
(2)
adversarial robustness
(2)
out-of-distribution detection
(2)
pose estimation
(2)
certified robustness
(2)
vision transformer
(1)
adversarial learning
(1)
image segmentation
(1)
semidefinite programming
(1)
path planning
(1)
bayesian inference
(1)
image retrieval
(1)
data poisoning
(1)
metric learning
(1)
multimodal learning
(1)
chain-of-thought reasoning
(1)
point cloud
(1)
self-supervised learning
(1)
Papers
BOP-ASK: Object-Interaction Reasoning for Vision-Language Models
CVPR 2026
Chain-of-Frames: Advancing Video Understanding in Multimodal LLMs via Frame-Aware Reasoning
CVPR 2026
MapleGrasp: Mask-guided Feature Pooling for Language-driven Efficient Robotic Grasping
WACV 2026
Towards Effective Offensive Security LLM Agents: Hyperparameter Tuning, LLM as a Judge, and a Lightweight CTF Benchmark
AAAI 2026
CLIPScope: Enhancing Zero-Shot OOD Detection with Bayesian Scoring
WACV 2025
EnIGMA: Interactive Tools Substantially Assist LM Agents in Finding Security Vulnerabilities
ICML 2025
FlashMix: Fast Map-Free LiDAR Localization via Feature Mixing and Contrastive-Constrained Accelerated Training
WACV 2025
MP-Nav: Enhancing Data Poisoning Attacks against Multimodal Learning
ICML 2025
RoboPEPP: Vision-Based Robot Pose and Joint Angle Estimation through Embedding Predictive Pre-Training
CVPR 2025
LipSim: A Provably Robust Perceptual Similarity Metric
ICLR 2024
Novel Quadratic Constraints for Extending LipSDP beyond Slope-Restricted Activations
ICLR 2024
NYU CTF Bench: A Scalable Open-Source Benchmark Dataset for Evaluating LLMs in Offensive Security
NeurIPS 2024
On the (In)feasibility of ML Backdoor Detection as an Hypothesis Testing Problem
AISTATS 2024
Exploiting Connections between Lipschitz Structures for Certifiably Robust Deep Equilibrium Models
NeurIPS 2023
Towards better certified segmentation via diffusion models
UAI 2023