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Salman Avestimehr

Publication record assembled from the DBLP archive of ranked conferences.

Papers indexed

56

Venues

26

Active years

2005–2026

Best venue rank

A*

Where they publish

Papers

56 indexed papers, newest first.

YearVenueTitleAuthors
2026AAAIGEM: A Scale-Aware and Distribution-Sensitive Sparse Fine-Tuning Framework for Effective Downstream Adaptation.Sungmin Kang, Jisoo Kim, Salman Avestimehr, Sunwoo Lee
2026ISCASEM-Aware Physical Synthesis: Neural Inductor Modeling and Intelligent Placement & Routing for RF Circuits.Yilun Huang, Asal Mehradfar, Salman Avestimehr, Hamidreza Aghasi
2025ACLReconsidering LLM Uncertainty Estimation Methods in the Wild.Yavuz Faruk Bakman, Duygu Nur Yaldiz, Sungmin Kang, Tuo Zhang, Baturalp Buyukates, Salman Avestimehr, Sai Praneeth Karimireddy
2025ACLCreating a Lens of Chinese Culture: A Multimodal Dataset for Chinese Pun Rebus Art Understanding.Tuo Zhang, Tiantian Feng, Yibin Ni, Mengqin Cao, Ruying Liu, Kiana Avestimehr, Katharine Butler, Yanjun Weng, Mi Zhang, Shrikanth Narayanan, Salman Avestimehr
2025CVPRHARMONY: Hidden Activation Representations and Model Output-Aware Uncertainty Estimation for Vision-Language Models.Erum Mushtaq, Zalan Fabian, Yavuz Faruk Bakman, Anil Ramakrishna, Mahdi Soltanolkotabi, Salman Avestimehr
2025CVPRGPT-FL: Generative Pre-trained Model-Assisted Federated Learning.Tuo Zhang, Tiantian Feng, Samiul Alam, Dimitrios Dimitriadis, Sunwoo Lee, Mi Zhang, Shrikanth S. Narayanan, Salman Avestimehr
2025EMNLPMobiZO: Enabling Efficient LLM Fine-Tuning at the Edge via Inference Engines.Lei Gao, Amir Ziashahabi, Yue Niu, Salman Avestimehr, Murali Annavaram
2025EMNLPTruthTorchLM: A Comprehensive Library for Predicting Truthfulness in LLM Outputs.Duygu Nur Yaldiz, Yavuz Faruk Bakman, Sungmin Kang, Alperen zis, Hayrettin Eren Yildiz, Mitash Ashish Shah, Zhiqi Huang, Anoop Kumar, Alfy Samuel, Daben Liu, Sai Praneeth Karimireddy, Salman Avestimehr
2025ICDMGeoToken: Hierarchical Geolocalization of Images via Next Token Prediction.Narges Ghasemi, Amir Ziashahabi, Salman Avestimehr, Cyrus Shahabi
2025KDDFedKDD 2025: The 2025 International Joint Workshop on Federated Learning for Data Mining and Graph Analytics.Carl Yang, Guancheng Wan, Zhuangdi Zhu, Zheng Xu, Junyuan Hong, Nathalie Baracaldo, Neil Shah, Salman Avestimehr, Jiayu Zhou
2025NAACLDo Not Design, Learn: A Trainable Scoring Function for Uncertainty Estimation in Generative LLMs.Duygu Nur Yaldiz, Yavuz Faruk Bakman, Baturalp Buyukates, Chenyang Tao, Anil Ramakrishna, Dimitrios Dimitriadis, Jieyu Zhao, Salman Avestimehr
2025NOSSDAVModalityMirror: Enhancing Audio Classification in Modality Heterogeneity Federated Learning via Multimodal Distillation.Tiantian Feng, Tuo Zhang, Salman Avestimehr, Shrikanth Narayanan
2025SDMFedGrAINS: Personalized SubGraph Federated Learning with AdaptIve Neighbor Sampling.Emir Ceyani, Han Xie, Baturalp Buyukates, Carl Yang, Salman Avestimehr
2024ACLMARS: Meaning-Aware Response Scoring for Uncertainty Estimation in Generative LLMs.Yavuz Faruk Bakman, Duygu Nur Yaldiz, Baturalp Buyukates, Chenyang Tao, Dimitrios Dimitriadis, Salman Avestimehr
2024ACLRevisiting OPRO: The Limitations of Small-Scale LLMs as Optimizers.Tuo Zhang, Jinyue Yuan, Salman Avestimehr
2024CVPRAll Rivers Run to the Sea: Private Learning with Asymmetric Flows.Yue Niu, Ramy E. Ali, Saurav Prakash, Salman Avestimehr
2024ECCVCroMo-Mixup: Augmenting Cross-Model Representations for Continual Self-Supervised Learning.Erum Mushtaq, Duygu Nur Yaldiz, Yavuz Faruk Bakman, Jie Ding, Chenyang Tao, Dimitrios Dimitriadis, Salman Avestimehr
2024EMNLPTensorOpera Router: A Multi-Model Router for Efficient LLM Inference.Dimitris Stripelis, Zhaozhuo Xu, Zijian Hu, Alay Dilipbhai Shah, Han Jin, Yuhang Yao, Jipeng Zhang, Tong Zhang, Salman Avestimehr, Chaoyang He
2024EMNLPScaleLLM: A Resource-Frugal LLM Serving Framework by Optimizing End-to-End Efficiency.Yuhang Yao, Han Jin, Alay Dilipbhai Shah, Shanshan Han, Zijian Hu, Dimitris Stripelis, Yide Ran, Zhaozhuo Xu, Salman Avestimehr, Chaoyang He
2024ICLRFederated Orthogonal Training: Mitigating Global Catastrophic Forgetting in Continual Federated Learning.Yavuz Faruk Bakman, Duygu Nur Yaldiz, Yahya H. Ezzeldin, Salman Avestimehr
2024ISITPredicting Uncertainty of Generative LLMs with MARS: Meaning-Aware Response Scoring.Yavuz Faruk Bakman, Duygu Nur Yaldiz, Baturalp Buyukates, Salman Avestimehr, Chenyang Tao, Dimitrios Dimitriadis
2024ISITFrequency Domain Diffusion Model with Scale-Dependent Noise Schedule.Amir Ziashahabi, Baturalp Buyukates, Artan Sheshmani, Yi-Zhuang You, Salman Avestimehr
2024KDDFedSecurity: A Benchmark for Attacks and Defenses in Federated Learning and Federated LLMs.Shanshan Han, Baturalp Buyukates, Zijian Hu, Han Jin, Weizhao Jin, Lichao Sun, Xiaoyang Wang, Wenxuan Wu, Chulin Xie, Yuhang Yao, Kai Zhang, Qifan Zhang, Yuhui Zhang, Carlee Joe-Wong, Salman Avestimehr, Chaoyang He
2024KDDFedKDD: International Joint Workshop on Federated Learning for Data Mining and Graph Analytics.Junyuan Hong, Carl Yang, Zhuangdi Zhu, Zheng Xu, Nathalie Baracaldo, Neil Shah, Salman Avestimehr, Jiayu Zhou
2024NAACLEthos: Rectifying Language Models in Orthogonal Parameter Space.Lei Gao, Yue Niu, Tingting Tang, Salman Avestimehr, Murali Annavaram
2024SPLoki: Large-scale Data Reconstruction Attack against Federated Learning through Model Manipulation.Joshua C. Zhao, Atul Sharma, Ahmed Roushdy Elkordy, Yahya H. Ezzeldin, Salman Avestimehr, Saurabh Bagchi
2023CVPRTimelyFL: Heterogeneity-aware Asynchronous Federated Learning with Adaptive Partial Training.Tuo Zhang, Lei Gao, Sunwoo Lee, Mi Zhang, Salman Avestimehr
2023CVPRThe Resource Problem of Using Linear Layer Leakage Attack in Federated Learning.Joshua C. Zhao, Ahmed Roushdy Elkordy, Atul Sharma, Yahya H. Ezzeldin, Salman Avestimehr, Saurabh Bagchi
2023ICASSPQuantifying Catastrophic Forgetting in Continual Federated Learning.Christophe Dupuy, Jimit Majmudar, Jixuan Wang, Tanya G. Roosta, Rahul Gupta, Clement Chung, Jie Ding, Salman Avestimehr
2023ICASSPFedAudio: A Federated Learning Benchmark for Audio Tasks.Tuo Zhang, Tiantian Feng, Samiul Alam, Sunwoo Lee, Mi Zhang, Shrikanth S. Narayanan, Salman Avestimehr
2023ICVSPerformance and Failure Cause Estimation for Machine Learning Systems in the Wild.Xiruo Liu, Furqan Khan, Yue Niu, Pradeep Natarajan, Rinat Khaziev, Salman Avestimehr, Prateek Singhal
2023KDDFedMultimodal: A Benchmark for Multimodal Federated Learning.Tiantian Feng, Digbalay Bose, Tuo Zhang, Rajat Hebbar, Anil Ramakrishna, Rahul Gupta, Mi Zhang, Salman Avestimehr, Shrikanth Narayanan
2022AAAISpreadGNN: Decentralized Multi-Task Federated Learning for Graph Neural Networks on Molecular Data.Chaoyang He, Emir Ceyani, Keshav Balasubramanian, Murali Annavaram, Salman Avestimehr
2022CIKMFederated K-Private Set Intersection.Ahmed Roushdy Elkordy, Yahya H. Ezzeldin, Salman Avestimehr
2022CIKMThe 1st International Workshop on Federated Learning with Graph Data (FedGraph).Carl Yang, Xiaoxiao Li, Nathalie Baracaldo, Neil Shah, Chaoyang He, Lingjuan Lyu, Lichao Sun, Salman Avestimehr
2022ICASSPFederated Learning Challenges and Opportunities: An Outlook.Jie Ding, Eric W. Tramel, Anit Kumar Sahu, Shuang Wu, Salman Avestimehr, Tao Zhang
2022ICASSPLearnings from Federated Learning in The Real World.Christophe Dupuy, Tanya G. Roosta, Leo Long, Clement Chung, Rahul Gupta, Salman Avestimehr
2022ICASSPOn The Effectiveness of Active Learning by Uncertainty Sampling in Classification of High-Dimensional Gaussian Mixture Data.Xiaoyi Mai, Salman Avestimehr, Antonio Ortega, Mahdi Soltanolkotabi
2022ICMLAWhat If Kidney Tumor Segmentation Challenge (KiTS19) Never Happened.Erum Mushtaq, Jie Ding, Salman Avestimehr
2022NAACLFedNLP: Benchmarking Federated Learning Methods for Natural Language Processing Tasks.Bill Yuchen Lin, Chaoyang He, Zihang Ze, Hulin Wang, Yufen Hua, Christophe Dupuy, Rahul Gupta, Mahdi Soltanolkotabi, Xiang Ren, Salman Avestimehr
2022NAACLFederated Learning with Noisy User Feedback.Rahul Sharma, Anil Ramakrishna, Ansel MacLaughlin, Anna Rumshisky, Jimit Majmudar, Clement Chung, Salman Avestimehr, Rahul Gupta
2021ICMLPipeTransformer: Automated Elastic Pipelining for Distributed Training of Large-scale Models.Chaoyang He, Shen Li, Mahdi Soltanolkotabi, Salman Avestimehr
2021SENSYSFederated Learning for Internet of Things.Tuo Zhang, Chaoyang He, Tianhao Ma, Lei Gao, Mark Ma, Salman Avestimehr
2021UCCJupiter: a networked computing architecture.Pradipta Ghosh, Quynh Nguyen, Pranav K. Sakulkar, Jason A. Tran, Aleksandra Knezevic, Jiatong Wang, Zhifeng Lin, Bhaskar Krishnamachari, Murali Annavaram, Salman Avestimehr
2020FCCoded Merkle Tree: Solving Data Availability Attacks in Blockchains.Mingchao Yu, Saeid Sahraei, Songze Li, Salman Avestimehr, Sreeram Kannan, Pramod Viswanath
2020ICDCSCollage Inference: Using Coded Redundancy for Lowering Latency Variation in Distributed Image Classification Systems.Hema Venkata Krishna Giri Narra, Zhifeng Lin, Ganesh Ananthanarayanan, Salman Avestimehr, Murali Annavaram
2020ISITInteractive Verifiable Polynomial Evaluation.Saeid Sahraei, Mohammad Ali Maddah-Ali, Salman Avestimehr
2019ISITDownload and Access Trade-offs in Lagrange Coded Computing.Netanel Raviv, Qian Yu, Jehoshua Bruck, Salman Avestimehr
2019PODCCoded State Machine - Scaling State Machine Execution under Byzantine Faults.Songze Li, Saeid Sahraei, Mingchao Yu, Salman Avestimehr, Sreeram Kannan, Pramod Viswanath
2019SCSlack squeeze coded computing for adaptive straggler mitigation.Krishna Giri Narra, Zhifeng Lin, Mehrdad Kiamari, Salman Avestimehr, Murali Annavaram
2018ICASSPDistributed Solution of Large-Scale Linear Systems Via Accelerated Projection-Based Consensus.Navid Azizan Ruhi, Farshad Lahouti, Salman Avestimehr, Babak Hassibi
2017ISITCoded computation over heterogeneous clusters.Amirhossein Reisizadeh, Saurav Prakash, Ramtin Pedarsani, Salman Avestimehr
2016ISITActive learning for community detection in stochastic block models.Akshay Gadde, Eyal En Gad, Salman Avestimehr, Antonio Ortega
2015ICASSPAsymptotic justification of bandlimited interpolation of graph signals for semi-supervised learning.Aamir Anis, Aly El Gamal, Salman Avestimehr, Antonio Ortega
2013GLOBECOMA latent social approach to YouTube popularity prediction.Amandianeze O. Nwana, Salman Avestimehr, Tsuhan Chen
2005ISITAnytime communication over the Gilbert-Eliot channel with noiseless feedback.Anant Sahai, Salman Avestimehr, Paolo Minero