Mehrdad Farajtabar
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
34
Venues
14
Active years
2011–2026
Best venue rank
A*
Where they publish
Papers
34 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2026 | EACL | Reasoning's Razor: Reasoning Improves Accuracy but Hurts Recall at Critical Operating Points in Safety and Hallucination Detection. | Atoosa Malemir Chegini, Hamid Kazemi, Garrett Souza, Maria Safi, Yang Song, Samy Bengio, Sinead Williamson, Mehrdad Farajtabar |
| 2025 | ACL | TiC-LM: A Web-Scale Benchmark for Time-Continual LLM Pretraining. | Jeffrey Li, Mohammadreza Armandpour, Iman Mirzadeh, Sachin Mehta, Vaishaal Shankar, Raviteja Vemulapalli, Samy Bengio, Oncel Tuzel, Mehrdad Farajtabar, Hadi Pouransari, Fartash Faghri |
| 2025 | ICLR | GSM-Symbolic: Understanding the Limitations of Mathematical Reasoning in Large Language Models. | Iman Mirzadeh, Keivan Alizadeh, Hooman Shahrokhi, Oncel Tuzel, Samy Bengio, Mehrdad Farajtabar |
| 2025 | ICML | Proxy-FDA: Proxy-based Feature Distribution Alignment for Fine-tuning Vision Foundation Models without Forgetting. | Chen Huang, Skyler Seto, Hadi Pouransari, Mehrdad Farajtabar, Raviteja Vemulapalli, Fartash Faghri, Oncel Tuzel, Barry-John Theobald, Joshua M. Susskind |
| 2024 | ACL | LLM in a flash: Efficient Large Language Model Inference with Limited Memory. | Keivan Alizadeh, Iman Mirzadeh, Dmitry Belenko, S. Khatamifard, Minsik Cho, Carlo C. del Mundo, Mohammad Rastegari, Mehrdad Farajtabar |
| 2024 | CVPR | SAM-CLIP: Merging Vision Foundation Models towards Semantic and Spatial Understanding. | Haoxiang Wang, Pavan Kumar Anasosalu Vasu, Fartash Faghri, Raviteja Vemulapalli, Mehrdad Farajtabar, Sachin Mehta, Mohammad Rastegari, Oncel Tuzel, Hadi Pouransari |
| 2024 | ICLR | TiC-CLIP: Continual Training of CLIP Models. | Saurabh Garg, Mehrdad Farajtabar, Hadi Pouransari, Raviteja Vemulapalli, Sachin Mehta, Oncel Tuzel, Vaishaal Shankar, Fartash Faghri |
| 2024 | ICLR | ReLU Strikes Back: Exploiting Activation Sparsity in Large Language Models. | Iman Mirzadeh, Keivan Alizadeh-Vahid, Sachin Mehta, Carlo C. del Mundo, Oncel Tuzel, Golnoosh Samei, Mohammad Rastegari, Mehrdad Farajtabar |
| 2024 | ICML | Knowledge Transfer from Vision Foundation Models for Efficient Training of Small Task-specific Models. | Raviteja Vemulapalli, Hadi Pouransari, Fartash Faghri, Sachin Mehta, Mehrdad Farajtabar, Mohammad Rastegari, Oncel Tuzel |
| 2023 | ICCV | Reinforce Data, Multiply Impact: Improved Model Accuracy and Robustness with Dataset Reinforcement. | Fartash Faghri, Hadi Pouransari, Sachin Mehta, Mehrdad Farajtabar, Ali Farhadi, Mohammad Rastegari, Oncel Tuzel |
| 2022 | ICML | Wide Neural Networks Forget Less Catastrophically. | Seyed-Iman Mirzadeh, Arslan Chaudhry, Dong Yin, Huiyi Hu, Razvan Pascanu, Dilan Grr, Mehrdad Farajtabar |
| 2021 | ICLR | Linear Mode Connectivity in Multitask and Continual Learning. | Seyed-Iman Mirzadeh, Mehrdad Farajtabar, Dilan Grr, Razvan Pascanu, Hassan Ghasemzadeh |
| 2020 | AAAI | Improved Knowledge Distillation via Teacher Assistant. | Seyed-Iman Mirzadeh, Mehrdad Farajtabar, Ang Li, Nir Levine, Akihiro Matsukawa, Hassan Ghasemzadeh |
| 2020 | AISTATS | Orthogonal Gradient Descent for Continual Learning. | Mehrdad Farajtabar, Navid Azizan, Alex Mott, Ang Li |
| 2020 | CVPR | Dropout as an Implicit Gating Mechanism For Continual Learning. | Seyed-Iman Mirzadeh, Mehrdad Farajtabar, Hassan Ghasemzadeh |
| 2019 | ICCV | Cross-View Policy Learning for Street Navigation. | Ang Li, Huiyi Hu, Piotr Mirowski, Mehrdad Farajtabar |
| 2019 | ICLR | DyRep: Learning Representations over Dynamic Graphs. | Rakshit S. Trivedi, Mehrdad Farajtabar, Prasenjeet Biswal, Hongyuan Zha |
| 2018 | AAAI | Learning Conditional Generative Models for Temporal Point Processes. | Shuai Xiao, Hongteng Xu, Junchi Yan, Mehrdad Farajtabar, Xiaokang Yang, Le Song, Hongyuan Zha |
| 2018 | ICML | More Robust Doubly Robust Off-policy Evaluation. | Mehrdad Farajtabar, Yinlam Chow, Mohammad Ghavamzadeh |
| 2018 | IJCAI | Discrete Interventions in Hawkes Processes with Applications in Invasive Species Management. | Amrita Gupta, Mehrdad Farajtabar, Bistra Dilkina, Hongyuan Zha |
| 2018 | WWW | COEVOLVE: A Joint Point Process Model for Information Diffusion and Network Co-evolution. | Mehrdad Farajtabar, Manuel Gomez-Rodriguez, Yichen Wang, Shuang Li, Hongyuan Zha, Le Song |
| 2017 | AAAI | Correlated Cascades: Compete or Cooperate. | Ali Zarezade, Ali Khodadadi, Mehrdad Farajtabar, Hamid R. Rabiee, Hongyuan Zha |
| 2017 | ICML | Fake News Mitigation via Point Process Based Intervention. | Mehrdad Farajtabar, Jiachen Yang, Xiaojing Ye, Huan Xu, Rakshit S. Trivedi, Elias B. Khalil, Shuang Li, Le Song, Hongyuan Zha |
| 2017 | KDD | Recurrent Poisson Factorization for Temporal Recommendation. | Seyyed Abbas Hosseini, Keivan Alizadeh, Ali Khodadadi, Ali Arabzadeh, Mehrdad Farajtabar, Hongyuan Zha, Hamid R. Rabiee |
| 2017 | WWW | Distilling Information Reliability and Source Trustworthiness from Digital Traces. | Behzad Tabibian, Isabel Valera, Mehrdad Farajtabar, Le Song, Bernhard Schlkopf, Manuel Gomez-Rodriguez |
| 2016 | ICML | Learning Granger Causality for Hawkes Processes. | Hongteng Xu, Mehrdad Farajtabar, Hongyuan Zha |
| 2016 | KDD | Smart Broadcasting: Do You Want to be Seen? | Mohammad Reza Karimi, Erfan Tavakoli, Mehrdad Farajtabar, Le Song, Manuel Gomez-Rodriguez |
| 2015 | AISTATS | Back to the Past: Source Identification in Diffusion Networks from Partially Observed Cascades. | Mehrdad Farajtabar, Manuel Gomez-Rodriguez, Mohammad Zamani, Nan Du, Hongyuan Zha, Le Song |
| 2015 | KDD | Dirichlet-Hawkes Processes with Applications to Clustering Continuous-Time Document Streams. | Nan Du, Mehrdad Farajtabar, Amr Ahmed, Alexander J. Smola, Le Song |
| 2015 | WWW | Co-evolutionary Dynamics of Information Diffusion and Network Structure. | Mehrdad Farajtabar, Manuel Gomez-Rodriguez, Yichen Wang, Shuang Li, Hongyuan Zha, Le Song |
| 2015 | UAI | Learning Latent Variable Models by Improving Spectral Solutions with Exterior Point Method. | Amirreza Shaban, Mehrdad Farajtabar, Bo Xie, Le Song, Byron Boots |
| 2015 | SDM | NetCodec: Community Detection from Individual Activities. | Long Q. Tran, Mehrdad Farajtabar, Le Song, Hongyuan Zha |
| 2013 | CVPR | From Local Similarity to Global Coding: An Application to Image Classification. | Amirreza Shaban, Hamid R. Rabiee, Mehrdad Farajtabar, Marjan Ghazvininejad |
| 2011 | ICDM | Efficient Iterative Semi-supervised Classification on Manifold. | Mehrdad Farajtabar, Hamid R. Rabiee, Amirreza Shaban, Ali Soltani-Farani |