Ahmad Humayun

21 papers A* 9A 1Journal 8Unranked 2
YearRankTypeTitle / Venue / Authors
2026 J jnl
ProToken: Token-Level Attribution for Federated Large Language Models.
CoRR
Waris Gill, Ahmad Humayun, Ali Anwar, Muhammad Ali Gulzar
2025 J jnl
Generating and Understanding Tests via Path-Aware Symbolic Execution with LLMs.
CoRR
Yaoxuan Wu, Xiaojie Zhou, Ahmad Humayun, Muhammad Ali Gulzar, Miryung Kim
2025 J jnl
How Accurately Do Large Language Models Understand Code?
CoRR
Sabaat Haroon, Ahmad Faraz Khan, Ahmad Humayun, Waris Gill, Abdul Haddi Amjad, Ali Raza Butt, Mohammad Taha Khan, Muhammad Ali Gulzar
2024 A* conf
DMC-VB: A Benchmark for Representation Learning for Control with Visual Distractors.
NeurIPS
Joseph Ortiz, Antoine Dedieu, Wolfgang Lehrach, J. Swaroop Guntupalli, Carter Wendelken, Ahmad Humayun, Sivaramakrishnan Swaminathan, Guangyao Zhou, Miguel Lázaro-Gredilla, Kevin P. Murphy
2024 J jnl
DMC-VB: A Benchmark for Representation Learning for Control with Visual Distractors.
CoRR
Joseph Ortiz, Antoine Dedieu, Wolfgang Lehrach, J. Swaroop Guntupalli, Carter Wendelken, Ahmad Humayun, Guangyao Zhou, Sivaramakrishnan Swaminathan, Miguel Lázaro-Gredilla, Kevin Murphy
2024 J jnl
Natural Symbolic Execution-Based Testing for Big Data Analytics.
Proc. ACM Softw. Eng.
Yaoxuan Wu, Ahmad Humayun, Muhammad Ali Gulzar, Miryung Kim
2023 — conf
Co-dependence Aware Fuzzing for Dataflow-Based Big Data Analytics.
ESEC/SIGSOFT FSE
Ahmad Humayun, Miryung Kim, Muhammad Ali Gulzar
2023 A* conf
Low-shot Object Learning with Mutual Exclusivity Bias.
NeurIPS
Anh Thai, Ahmad Humayun, Stefan Stojanov, Zixuan Huang, Bikram Boote, James M. Rehg
2023 J jnl
Low-shot Object Learning with Mutual Exclusivity Bias.
CoRR
Anh Thai, Ahmad Humayun, Stefan Stojanov, Zixuan Huang, Bikram Boote, James M. Rehg
2023 A* conf
NaturalFuzz: Natural Input Generation for Big Data Analytics.
ASE
Ahmad Humayun, Yaoxuan Wu, Miryung Kim, Muhammad Ali Gulzar
2019 — —
Detection and Incremental Object Learning in Videos.
Ahmad Humayun
2019 A* conf
Incremental Object Learning From Contiguous Views.
CVPR
Stefan Stojanov, Samarth Mishra, Ngoc Anh Thai, Nikhil Dhanda, Ahmad Humayun, Chen Yu, Linda B. Smith, James M. Rehg
2017 A* conf
Iterative Machine Teaching.
ICML
Weiyang Liu, Bo Dai, Ahmad Humayun, Charlene Tay, Chen Yu, Linda B. Smith, James M. Rehg, Le Song
2015 A conf
Finding Temporally Consistent Occlusion Boundaries in Videos Using Geometric Context.
WACV
S. Hussain Raza, Ahmad Humayun, Irfan A. Essa, Matthias Grundmann, David Anderson
2015 J jnl
Finding Temporally Consistent Occlusion Boundaries in Videos using Geometric Context.
CoRR
S. Hussain Raza, Ahmad Humayun, Matthias Grundmann, David Anderson, Irfan A. Essa
2015 A* conf
The Middle Child Problem: Revisiting Parametric Min-Cut and Seeds for Object Proposals.
ICCV
Ahmad Humayun, Fuxin Li, James M. Rehg
2014 A* conf
RIGOR: Reusing Inference in Graph Cuts for Generating Object Regions.
CVPR
Ahmad Humayun, Fuxin Li, James M. Rehg
2013 J jnl
Learning a Confidence Measure for Optical Flow.
IEEE Trans. Pattern Anal. Mach. Intell.
Oisin Mac Aodha, Ahmad Humayun, Marc Pollefeys, Gabriel J. Brostow
2013 A* conf
Video Segmentation by Tracking Many Figure-Ground Segments.
ICCV
Fuxin Li, TaeYoung Kim, Ahmad Humayun, David Tsai, James M. Rehg
2012 — conf
A Novel Paradigm for Mining Cell Phenotypes in Multi-tag Bioimages Using a Locality Preserving Nonlinear Embedding.
ICONIP (4)
Adnan Mujahid Khan, Ahmad Humayun, Shan-E-Ahmed Raza, Michael Khan, Nasir M. Rajpoot
2011 A* conf
Learning to find occlusion regions.
CVPR
Ahmad Humayun, Oisin Mac Aodha, Gabriel J. Brostow