Mahmoud Khademi

30 papers A* 3A 1C 1Journal 16Unranked 9

Year	Rank	Type	Title / Venue / Authors
2025	—	`conf`	Chain-of-Reasoning: Towards Unified Mathematical Reasoning in Large Language Models via a Multi-Paradigm Perspective. ACL (1) Yiyao Yu, Yuxiang Zhang, Dongdong Zhang, Xiao Liang, Hengyuan Zhang, Xingxing Zhang, Mahmoud Khademi, Hany Hassan Awadalla, Junjie Wang, Yujiu Yang, Furu Wei
2025	J	`jnl`	Chain-of-Reasoning: Towards Unified Mathematical Reasoning in Large Language Models via a Multi-Paradigm Perspective. CoRR Yiyao Yu, Yuxiang Zhang, Dongdong Zhang, Xiao Liang, Hengyuan Zhang, Xingxing Zhang, Ziyi Yang, Mahmoud Khademi, Hany Awadalla, Junjie Wang, Yujiu Yang, Furu Wei
2025	J	`jnl`	Phi-4-Mini Technical Report: Compact yet Powerful Multimodal Language Models via Mixture-of-LoRAs. CoRR Abdelrahman Abouelenin, Atabak Ashfaq, Adam Atkinson, Hany Awadalla, Nguyen Bach, Jianmin Bao, Alon Benhaim, Martin Cai, Vishrav Chaudhary, Congcong Chen, Dong Chen, Dongdong Chen, Jun-Kun Chen, Weizhu Chen, Yen-Chun Chen, Yi-ling Chen, Qi Dai, Xiyang Dai, Ruchao Fan, Mei Gao, Min Gao, Amit Garg, Abhishek Goswami, Junheng Hao, Amr Hendy, Yuxuan Hu, Xin Jin, Mahmoud Khademi, Dongwoo Kim, Young Jin Kim, Gina Lee, Jinyu Li, Yunsheng Li, Chen Liang, Xihui Lin, Zeqi Lin, Mengchen Liu, Yang Liu, Gilsinia Lopez, Chong Luo, Piyush Madan, Vadim Mazalov, Arindam Mitra, Ali Mousavi, Anh Nguyen, Jing Pan, Daniel Perez-Becker, Jacob Platin, Thomas Portet, Kai Qiu, Bo Ren, Liliang Ren, Sambuddha Roy, Ning Shang, Yelong Shen, Saksham Singhal, Subhojit Som, Xia Song, Tetyana Sych, Praneetha Vaddamanu, Shuohang Wang, Yiming Wang, Zhenghao Wang, Haibin Wu, Haoran Xu, Weijian Xu, Yifan Yang, Ziyi Yang, Donghan Yu, Ishmam Zabir, Jianwen Zhang, Li Lyna Zhang, Yunan Zhang, Xiren Zhou
2025	J	`jnl`	Scaling Laws of Synthetic Data for Language Models. CoRR Zeyu Qin, Qingxiu Dong, Xingxing Zhang, Li Dong, Xiaolong Huang, Ziyi Yang, Mahmoud Khademi, Dongdong Zhang, Hany Hassan Awadalla, Yi R. Fung, Weizhu Chen, Minhao Cheng, Furu Wei
2024	A*	`conf`	CoDi-2: In-Context, Interleaved, and Interactive Any-to-Any Generation. CVPR Zineng Tang, Ziyi Yang, Mahmoud Khademi, Yang Liu, Chenguang Zhu, Mohit Bansal
2024	J	`jnl`	Training Small Multimodal Models to Bridge Biomedical Competency Gap: A Case Study in Radiology Imaging. CoRR Juan Manuel Zambrano Chaves, Shih-Cheng Huang, Yanbo Xu, Hanwen Xu, Naoto Usuyama, Sheng Zhang, Fei Wang, Yujia Xie, Mahmoud Khademi, Ziyi Yang, Hany Hassan Awadalla, Julia Gong, Houdong Hu, Jianwei Yang, Chunyuan Li, Jianfeng Gao, Yu Gu, Cliff Wong, Mu Wei, Tristan Naumann, Muhao Chen, Matthew P. Lungren, Serena Yeung-Levy, Curtis P. Langlotz, Sheng Wang, Hoifung Poon
2024	—	`conf`	i-Code Studio: A Configurable and Composable Framework for Integrative AI. EMNLP (System Demonstrations) Yuwei Fang, Mahmoud Khademi, Chenguang Zhu, Ziyi Yang, Reid Pryzant, Yichong Xu, Yao Qian, Takuya Yoshioka, Lu Yuan, Michael Zeng, Xuedong Huang
2024	—	`conf`	i-Code V2: An Autoregressive Generation Framework over Vision, Language, and Speech Data. NAACL-HLT (Findings) Ziyi Yang, Mahmoud Khademi, Yichong Xu, Reid Pryzant, Yuwei Fang, Chenguang Zhu, Dongdong Chen, Yao Qian, Xuemei Gao, Yi-ling Chen, Robert Gmyr, Naoyuki Kanda, Noel Codella, Bin Xiao, Yu Shi, Lu Yuan, Takuya Yoshioka, Michael Zeng, Xuedong Huang
2023	J	`jnl`	CoDi-2: In-Context, Interleaved, and Interactive Any-to-Any Generation. CoRR Zineng Tang, Ziyi Yang, Mahmoud Khademi, Yang Liu, Chenguang Zhu, Mohit Bansal
2023	—	`conf`	MM-Reasoner: A Multi-Modal Knowledge-Aware Framework for Knowledge-Based Visual Question Answering. EMNLP (Findings) Mahmoud Khademi, Ziyi Yang, Felipe Frujeri, Chenguang Zhu
2023	J	`jnl`	i-Code Studio: A Configurable and Composable Framework for Integrative AI. CoRR Yuwei Fang, Mahmoud Khademi, Chenguang Zhu, Ziyi Yang, Reid Pryzant, Yichong Xu, Yao Qian, Takuya Yoshioka, Lu Yuan, Michael Zeng, Xuedong Huang
2023	J	`jnl`	i-Code V2: An Autoregressive Generation Framework over Vision, Language, and Speech Data. CoRR Ziyi Yang, Mahmoud Khademi, Yichong Xu, Reid Pryzant, Yuwei Fang, Chenguang Zhu, Dongdong Chen, Yao Qian, Mei Gao, Yi-ling Chen, Robert Gmyr, Naoyuki Kanda, Noel Codella, Bin Xiao, Yu Shi, Lu Yuan, Takuya Yoshioka, Michael Zeng, Xuedong Huang
2020	A*	`conf`	Deep Generative Probabilistic Graph Neural Networks for Scene Graph Generation. AAAI Mahmoud Khademi, Oliver Schulte
2020	A*	`conf`	Multimodal Neural Graph Memory Networks for Visual Question Answering. ACL Mahmoud Khademi
2018	—	`conf`	Dynamic Gated Graph Neural Networks for Scene Graph Generation. ACCV (6) Mahmoud Khademi, Oliver Schulte
2018	—	`conf`	Image Caption Generation With Hierarchical Contextual Visual Spatial Attention. CVPR Workshops Mahmoud Khademi, Oliver Schulte
2018	—	`conf`	Learning to Represent Programs with Graphs. ICLR Miltiadis Allamanis, Marc Brockschmidt, Mahmoud Khademi
2017	J	`jnl`	A Markov Game model for valuing actions, locations, and team performance in ice hockey. Data Min. Knowl. Discov. Oliver Schulte, Mahmoud Khademi, Sajjad Gholami, Zeyu Zhao, Mehrsan Javan Roshtkhari, Philippe Desaulniers
2017	J	`jnl`	Learning to Represent Programs with Graphs. CoRR Miltiadis Allamanis, Marc Brockschmidt, Mahmoud Khademi
2015	C	`conf`	Probabilistic Graphical Models and Deep Belief Networks for Prognosis of Breast Cancer. ICMLA Mahmoud Khademi, Nedialko S. Nedialkov
2014	J	`jnl`	Relative Facial Action Unit Detection. CoRR Mahmoud Khademi, Louis-Philippe Morency
2014	A	`conf`	Relative facial action unit detection. WACV Mahmoud Khademi, Louis-Philippe Morency
2010	J	`jnl`	Analysis, Interpretation, and Recognition of Facial Action Units and Expressions Using Neuro-Fuzzy Modeling CoRR Mahmoud Khademi, Mohammad Hadi Kiapour, Mohammad Taghi Manzuri Shalmani, Ali Akbar Kiaei
2010	—	`conf`	Analysis, Interpretation, and Recognition of Facial Action Units and Expressions Using Neuro-Fuzzy Modeling. ANNPR Mahmoud Khademi, Mohammad Hadi Kiapour, Mohammad Taghi Manzuri Shalmani, Ali Akbar Kiaei
2010	J	`jnl`	Extended Active Learning Method CoRR Ali Akbar Kiaei, Saeed Bagheri Shouraki, Seyed Hossein Khasteh, Mahmoud Khademi
2010	J	`jnl`	Extended Two-Dimensional PCA for Efficient Face Representation and Recognition CoRR Mehran Safayani, Mohammad Taghi Manzuri Shalmani, Mahmoud Khademi
2010	J	`jnl`	Multilinear Biased Discriminant Analysis: A Novel Method for Facial Action Unit Representation CoRR Mahmoud Khademi, Mehran Safayani, Mohammad Taghi Manzuri Shalmani
2010	J	`jnl`	New S-norm and T-norm Operators for Active Learning Method CoRR Ali Akbar Kiaei, Saeed Bagheri Shouraki, Seyed Hossein Khasteh, Mahmoud Khademi
2010	J	`jnl`	Recognizing Combinations of Facial Action Units with Different Intensity Using a Mixture of Hidden Markov Models and Neural Network CoRR Mahmoud Khademi, Mohammad Taghi Manzuri Shalmani, Mohammad Hadi Kiapour, Ali Akbar Kiaei
2010	—	`conf`	Recognizing Combinations of Facial Action Units with Different Intensity Using a Mixture of Hidden Markov Models and Neural Network. MCS Mahmoud Khademi, Mohammad Taghi Manzuri Shalmani, Mohammad Hadi Kiapour, Ali Akbar Kiaei