Analysis, Interpretation, and Recognition of Facial Action Units and Expressions Using Neuro-Fuzzy Modeling. - Mahmoud Khademi; Mohammad Hadi Kiapour; Mohammad Taghi Manzuri Shalmani; Ali Akbar Kiaei (ANNPR, 2010)

Recognizing Combinations of Facial Action Units with Different Intensity Using a Mixture of Hidden Markov Models and Neural Network. - Mahmoud Khademi; Mohammad Taghi Manzuri Shalmani; Mohammad Hadi Kiapour; Ali Akbar Kiaei (MCS, 2010)

Multilinear Biased Discriminant Analysis: A Novel Method for Facial Action Unit Representation - Mahmoud Khademi; Mehran Safayani; Mohammad Taghi Manzuri Shalmani (CoRR, 2010)

Extended Two-Dimensional PCA for Efficient Face Representation and Recognition - Mehran Safayani; Mohammad Taghi Manzuri Shalmani; Mahmoud Khademi (CoRR, 2010)

New S-norm and T-norm Operators for Active Learning Method - Ali Akbar Kiaei; Saeed Bagheri Shouraki; Seyed Hossein Khasteh; Mahmoud Khademi (CoRR, 2010)

Extended Active Learning Method - Ali Akbar Kiaei; Saeed Bagheri Shouraki; Seyed Hossein Khasteh; Mahmoud Khademi (CoRR, 2010)

Relative facial action unit detection. - Mahmoud Khademi; Louis-Philippe Morency (WACV, 2014)

Probabilistic Graphical Models and Deep Belief Networks for Prognosis of Breast Cancer. - Mahmoud Khademi; Nedialko S. Nedialkov (ICMLA, 2015)

A Markov Game model for valuing actions, locations, and team performance in ice hockey. - Oliver Schulte; Mahmoud Khademi; Sajjad Gholami; Zeyu Zhao 001; Mehrsan Javan Roshtkhari; Philippe Desaulniers (Data Min. Knowl. Discov., 2017)

Dynamic Gated Graph Neural Networks for Scene Graph Generation. - Mahmoud Khademi; Oliver Schulte (ACCV (6), 2018)

Image Caption Generation With Hierarchical Contextual Visual Spatial Attention. - Mahmoud Khademi; Oliver Schulte (CVPR Workshops, 2018)

Learning to Represent Programs with Graphs. - Miltiadis Allamanis; Marc Brockschmidt; Mahmoud Khademi (ICLR, 2018)

Deep Generative Probabilistic Graph Neural Networks for Scene Graph Generation. - Mahmoud Khademi; Oliver Schulte (AAAI, 2020)

Multimodal Neural Graph Memory Networks for Visual Question Answering. - Mahmoud Khademi (ACL, 2020)

MM-Reasoner: A Multi-Modal Knowledge-Aware Framework for Knowledge-Based Visual Question Answering. - Mahmoud Khademi; Ziyi Yang; Felipe Frujeri; Chenguang Zhu (EMNLP (Findings), 2023)

i-Code V2: An Autoregressive Generation Framework over Vision, Language, and Speech Data. - Ziyi Yang; Mahmoud Khademi; Yichong Xu; Reid Pryzant; Yuwei Fang; Chenguang Zhu 001; Dongdong Chen 001; Yao Qian; Mei Gao; Yi-Ling Chen; Robert Gmyr; Naoyuki Kanda; et al. (CoRR, 2023)

i-Code Studio: A Configurable and Composable Framework for Integrative AI. - Yuwei Fang; Mahmoud Khademi; Chenguang Zhu 001; Ziyi Yang; Reid Pryzant; Yichong Xu; Yao Qian; Takuya Yoshioka; Lu Yuan; Michael Zeng 001; Xuedong Huang 001 (CoRR, 2023)

CoDi-2: In-Context, Interleaved, and Interactive Any-to-Any Generation. - Zineng Tang; Ziyi Yang; Mahmoud Khademi; Yang Liu; Chenguang Zhu; Mohit Bansal (CVPR, 2024)

i-Code V2: An Autoregressive Generation Framework over Vision, Language, and Speech Data. - Ziyi Yang; Mahmoud Khademi; Yichong Xu; Reid Pryzant; Yuwei Fang; Chenguang Zhu 001; Dongdong Chen 001; Yao Qian; Xuemei Gao; Yi-Ling Chen; Robert Gmyr; Naoyuki Kanda; et al. (NAACL-HLT (Findings), 2024)

Training Small Multimodal Models to Bridge Biomedical Competency Gap: A Case Study in Radiology Imaging. - Juan Manuel Zambrano Chaves; Shih-Cheng Huang; Yanbo Xu; Hanwen Xu; Naoto Usuyama; Sheng Zhang 012; Fei Wang 060; Yujia Xie; Mahmoud Khademi; Ziyi Yang; Hany Hassan Awadalla; Julia Gong; et al. (CoRR, 2024)

Chain-of-Reasoning: Towards Unified Mathematical Reasoning in Large Language Models via a Multi-Paradigm Perspective. - Yiyao Yu; Yuxiang Zhang; Dongdong Zhang 001; Xiao Liang; Hengyuan Zhang; Xingxing Zhang 002; Mahmoud Khademi; Hany Hassan Awadalla; Junjie Wang; Yujiu Yang; Furu Wei (ACL (1), 2025)

Chain-of-Reasoning: Towards Unified Mathematical Reasoning in Large Language Models via a Multi-Paradigm Perspective. - Yiyao Yu; Yuxiang Zhang; Dongdong Zhang; Xiao Liang; Hengyuan Zhang; Xingxing Zhang; Ziyi Yang; Mahmoud Khademi; Hany Awadalla; Junjie Wang 011; Yujiu Yang; Furu Wei (CoRR, 2025)

Phi-4-Mini Technical Report: Compact yet Powerful Multimodal Language Models via Mixture-of-LoRAs. - Abdelrahman Abouelenin; Atabak Ashfaq; Adam Atkinson; Hany Awadalla; Nguyen Bach; Jianmin Bao; Alon Benhaim; Martin Cai; Vishrav Chaudhary; Congcong Chen; Dong Chen 003; Dongdong Chen 001; et al. (CoRR, 2025)

Scaling Laws of Synthetic Data for Language Models. - Zeyu Qin; Qingxiu Dong; Xingxing Zhang 002; Li Dong 004; Xiaolong Huang; Ziyi Yang; Mahmoud Khademi; Dongdong Zhang 001; Hany Hassan Awadalla; Yi R. Fung 001; Weizhu Chen; Minhao Cheng; et al. (CoRR, 2025)