| 2026 | ICPR | Offline Stochastic Optimization of Black-Box Objective Functions. | Juncheng Dong, Zihao Wu, Hamid Jafarkhani, Ali Pezeshki, Vahid Tarokh |
| 2026 | ICPR | Teleportation With Null Space Gradient Projection for Optimization Acceleration. | Zihao Wu, Juncheng Dong, Ahmed Aloui, Vahid Tarokh |
| 2025 | AISTATS | Variational Adversarial Training Towards Policies with Improved Robustness. | Juncheng Dong, Hao-Lun Hsu, Qitong Gao, Vahid Tarokh, Miroslav Pajic |
| 2025 | AISTATS | Steinmetz Neural Networks for Complex-Valued Data. | Shyam Venkatasubramanian, Ali Pezeshki, Vahid Tarokh |
| 2025 | AISTATS | Parabolic Continual Learning. | Haoming Yang, Ali Hasan, Vahid Tarokh |
| 2025 | ICLR | Elliptic Loss Regularization. | Ali Hasan, Haoming Yang, Yuting Ng, Vahid Tarokh |
| 2025 | ICML | In-Context Reinforcement Learning From Suboptimal Historical Data. | Juncheng Dong, Moyang Guo, Ethan X. Fang, Zhuoran Yang, Vahid Tarokh |
| 2025 | ICML | Decoding Rewards in Competitive Games: Inverse Game Theory with Entropy Regularization. | Junyi Liao, Zihan Zhu, Ethan X. Fang, Zhuoran Yang, Vahid Tarokh |
| 2025 | ICMLA | Pi-talk: Edge-Only, Adapter-Tuned Multimodal Small Language Model for Safe, Real-Time In-Vehicle Dialogue. | Alex Pissinou Makki, Vahid Tarokh, Louis Lago Enamorado, Carlos Carroz, Miguel Garcia, Niki Pissinou |
| 2025 | UAI | Conditional Average Treatment Effect Estimation Under Hidden Confounders. | Ahmed Aloui, Juncheng Dong, Ali Hasan, Vahid Tarokh |
| 2025 | UAI | CATE Estimation With Potential Outcome Imputation From Local Regression. | Ahmed Aloui, Juncheng Dong, Cat Phuoc Le, Vahid Tarokh |
| 2024 | AISTATS | Neural McKean-Vlasov Processes: Distributional Dependence in Diffusion Processes. | Haoming Yang, Ali Hasan, Yuting Ng, Vahid Tarokh |
| 2024 | ICRA | REFORMA: Robust REinFORceMent Learning via Adaptive Adversary for Drones Flying under Disturbances. | Hao-Lun Hsu, Haocheng Meng, Shaocheng Luo, Juncheng Dong, Vahid Tarokh, Miroslav Pajic |
| 2024 | IROS | Steering Decision Transformers via Temporal Difference Learning. | Hao-Lun Hsu, Alper Kamil Bozkurt, Juncheng Dong, Qitong Gao, Vahid Tarokh, Miroslav Pajic |
| 2024 | WSC | Generative Learning for Simulation of Vehicle Faults. | Patrick K. Kuiper, Sirui Lin, Jose H. Blanchet, Vahid Tarokh |
| 2024 | WSC | Perceiving Copulas for Multimodal Time Series Forecasting. | Cat P. Le, Chris Cannella, Ali Hasan, Yuting Ng, Vahid Tarokh |
| 2024 | UAI | Distributionally Robust Optimization as a Scalable Framework to Characterize Extreme Value Distributions. | Patrick K. Kuiper, Ali Hasan, Wenhao Yang, Yuting Ng, Hoda Bidkhori, Jose H. Blanchet, Vahid Tarokh |
| 2024 | UAI | Random Linear Projections Loss for Hyperplane-Based Optimization in Neural Networks. | Shyam Venkatasubramanian, Ahmed Aloui, Vahid Tarokh |
| 2024 | UAI | Base Models for Parabolic Partial Differential Equations. | Xingzi Xu, Ali Hasan, Jie Ding, Vahid Tarokh |
| 2023 | AISTATS | Score-based Quickest Change Detection for Unnormalized Models. | Suya Wu, Enmao Diao, Taposh Banerjee, Jie Ding, Vahid Tarokh |
| 2023 | ICLR | Pruning Deep Neural Networks from a Sparsity Perspective. | Enmao Diao, Ganghua Wang, Jiawei Zhang, Yuhong Yang, Jie Ding, Vahid Tarokh |
| 2023 | ICLR | Characteristic Neural Ordinary Differential Equation. | Xingzi Xu, Ali Hasan, Khalil Elkhalil, Jie Ding, Vahid Tarokh |
| 2023 | ICML | PASTA: Pessimistic Assortment Optimization. | Juncheng Dong, Weibin Mo, Zhengling Qi, Cong Shi, Ethan X. Fang, Vahid Tarokh |
| 2023 | UAI | Transfer learning for individual treatment effect estimation. | Ahmed Aloui, Juncheng Dong, Cat P. Le, Vahid Tarokh |
| 2023 | UAI | Inference and sampling of point processes from diffusion excursions. | Ali Hasan, Yu Chen, Yuting Ng, Mohamed Abdelghani, Anderson Schneider, Vahid Tarokh |
| 2023 | UAI | Robust Quickest Change Detection for Unnormalized Models. | Suya Wu, Enmao Diao, Jie Ding, Taposh Banerjee, Vahid Tarokh |
| 2022 | ACSSC | Personalized Federated Recommender Systems with Private and Partially Federated AutoEncoders. | Qi Le, Enmao Diao, Xinran Wang, Ali Anwar, Vahid Tarokh, Jie Ding |
| 2022 | DCC | A Physics-Informed Vector Quantized Autoencoder for Data Compression of Turbulent Flow. | Mohammadreza Momenifar, Enmao Diao, Vahid Tarokh, Andrew D. Bragg |
| 2022 | DCC | On The Energy Statistics of Feature Maps in Pruning of Neural Networks with Skip-Connections. | Mohammadreza Soltani, Suya Wu, Yuerong Li, Jie Ding, Vahid Tarokh |
| 2022 | ICLR | Blaschke Product Neural Networks (BPNN): A Physics-Infused Neural Network for Phase Retrieval of Meromorphic Functions. | Juncheng Dong, Simiao Ren, Yang Deng, Omar Khatib, Jordan M. Malof, Mohammadreza Soltani, Willie Padilla, Vahid Tarokh |
| 2022 | ICLR | Task Affinity with Maximum Bipartite Matching in Few-Shot Learning. | Cat Phuoc Le, Juncheng Dong, Mohammadreza Soltani, Vahid Tarokh |
| 2022 | ICPR | Semi-Empirical Objective Functions for MCMC Proposal Optimization. | Chris Cannella, Vahid Tarokh |
| 2022 | VTC | Towards Deep Learning-Guided Multiuser SNR and Doppler Shift Detection for Next-Generation Wireless Systems. | Shun Kojima, Yi Feng, Kazuki Maruta, Kanemitsu Ootsu, Takashi Yokota, Chang-Jun Ahn, Vahid Tarokh |
| 2022 | UAI | Modeling extremes with d-max-decreasing neural networks. | Ali Hasan, Khalil Elkhalil, Yuting Ng, Joo M. Pereira, Sina Farsiu, Jose H. Blanchet, Vahid Tarokh |
| 2021 | AISTATS | Fisher Auto-Encoders. | Khalil Elkhalil, Ali Hasan, Jie Ding, Sina Farsiu, Vahid Tarokh |
| 2021 | DCC | Compressing Deep Networks Using Fisher Score of Feature Maps. | Mohammadreza Soltani, Suya Wu, Yuerong Li, Robert J. Ravier, Jie Ding, Vahid Tarokh |
| 2021 | ICASSP | Task-Aware Neural Architecture Search. | Cat P. Le, Mohammadreza Soltani, Robert J. Ravier, Vahid Tarokh |
| 2021 | ICLR | Projected Latent Markov Chain Monte Carlo: Conditional Sampling of Normalizing Flows. | Chris Cannella, Mohammadreza Soltani, Vahid Tarokh |
| 2021 | ICLR | HeteroFL: Computation and Communication Efficient Federated Learning for Heterogeneous Clients. | Enmao Diao, Jie Ding, Vahid Tarokh |
| 2021 | VTC | Investigation of Input Signal Representation to CNN for Improving SNR Classification Accuracy. | Shun Kojima, Yi Feng, Kazuki Maruta, Kanemitsu Ootsu, Takashi Yokota, Chang-Jun Ahn, Vahid Tarokh |
| 2021 | UAI | Generative Archimedean copulas. | Yuting Ng, Ali Hasan, Khalil Elkhalil, Vahid Tarokh |
| 2020 | DCC | DRASIC: Distributed Recurrent Autoencoder for Scalable Image Compression. | Enmao Diao, Jie Ding, Vahid Tarokh |
| 2020 | DCC | Deep Clustering of Compressed Variational Embeddings. | Suya Wu, Enmao Diao, Jie Ding, Vahid Tarokh |
| 2020 | ICASSP | Deep James-Stein Neural Networks For Brain-Computer Interfaces. | Marko Angjelichinoski, Mohammadreza Soltani, John S. Choi, Bijan Pesaran, Vahid Tarokh |
| 2020 | ICASSP | Perception-Distortion Trade-Off with Restricted Boltzmann Machines. | Chris Cannella, Jie Ding, Mohammadreza Soltani, Yi Zhou, Vahid Tarokh |
| 2020 | ICASSP | Learning Partial Differential Equations From Data Using Neural Networks. | Ali Hasan, Joo M. Pereira, Robert J. Ravier, Sina Farsiu, Vahid Tarokh |
| 2020 | ICASSP | Supervised Encoding for Discrete Representation Learning. | Cat P. Le, Yi Zhou, Jie Ding, Vahid Tarokh |
| 2020 | ICASSP | Robust Marine Buoy Placement for Ship Detection Using Dropout K-Means. | Yuting Ng, Joo M. Pereira, Denis Garagic, Vahid Tarokh |
| 2020 | ICASSP | Speech Emotion Recognition with Dual-Sequence LSTM Architecture. | Jianyou Wang, Michael Xue, Ryan Culhane, Enmao Diao, Jie Ding, Vahid Tarokh |
| 2020 | IJCAI | Proximal Gradient Algorithm with Momentum and Flexible Parameter Restart for Nonconvex Optimization. | Yi Zhou, Zhe Wang, Kaiyi Ji, Yingbin Liang, Vahid Tarokh |
| 2020 | ICPR | On the Information of Feature Maps and Pruning of Deep Neural Networks. | Mohammadreza Soltani, Suya Wu, Jie Ding, Robert J. Ravier, Vahid Tarokh |
| 2019 | ICLR | SGD Converges to Global Minimum in Deep Learning via Star-convex Path. | Yi Zhou, Junjie Yang, Huishuai Zhang, Yingbin Liang, Vahid Tarokh |
| 2018 | AAAI | On Data-Dependent Random Features for Improved Generalization in Supervised Learning. | Shahin Shahrampour, Ahmad Beirami, Vahid Tarokh |
| 2018 | FUSION | Sequential Event Detection Using Multimodal Data in Nonstationary Environments. | Taposh Banerjee, Gene T. Whipps, Prudhvi Gurram, Vahid Tarokh |
| 2018 | ICASSP | Wavelet Shrinkage and Thresholding Based Robust Classification for Brain-Computer Interface. | Taposh Banerjee, John S. Choi, Bijan Pesaran, Demba E. Ba, Vahid Tarokh |
| 2018 | ICASSP | A Penalized Method for the Predictive Limit of Learning. | Jie Ding, Enmao Diao, Jiawei Zhou, Vahid Tarokh |
| 2018 | ICASSP | Evolutionary Spectra Based on the Multitaper Method with Application To Stationarity Test. | Yu Xiang, Jie Ding, Vahid Tarokh |
| 2017 | ISIT | The number of independent sets in hexagonal graphs. | Zhun Deng, Jie Ding, Kathryn Heal, Vahid Tarokh |
| 2017 | ISIT | Pseudo-wigner matrices from dual BCH codes. | Ilya Soloveychik, Yu Xiang, Vahid Tarokh |
| 2017 | ITW | Explicit symmetric pseudo-random matrices. | Ilya Soloveychik, Yu Xiang, Vahid Tarokh |
| 2017 | MICCAI | Dictionary Learning and Sparse Coding-Based Denoising for High-Resolution Task Functional Connectivity MRI Analysis. | Seongah Jeong, Xiang Li, Jiarui Yang, Quanzheng Li, Vahid Tarokh |
| 2016 | CISS | Distributed resource allocation using one-way communication with applications to power networks. | Sindri Magnsson, Chinwendu Enyioha, Kathryn Heal, Na Li, Carlo Fischione, Vahid Tarokh |
| 2016 | ITA | Robustness analysis for an online decentralized descent power allocation algorithm. | Chinwendu Enyioha, Sindri Magnsson, Kathryn Heal, Na Li, Carlo Fischione, Vahid Tarokh |
| 2016 | ITW | Scaling laws and phase transitions for target detection in MIMO radar. | Lu Wei, Zhong Zheng, Alfred O. Hero III, Vahid Tarokh |
| 2015 | ICDM | Order Selection of Autoregressive Processes Using Bridge Criterion. | Jie Ding, Mohammad Noshad, Vahid Tarokh |
| 2015 | ICDM | Learning the Number of Autoregressive Mixtures in Time Series Using the Gap Statistics. | Jie Ding, Mohammad Noshad, Vahid Tarokh |
| 2013 | ISIT | Distortion-based achievability conditions for joint estimation of sparse signals and measurement parameters from undersampled acquisitions. | Mehmet Akakaya, Vahid Tarokh |
| 2012 | PIMRC | Energy harvesting cooperative communications. | Koji Ishibashi, Hideki Ochiai, Vahid Tarokh |
| 2011 | ACSSC | Sidelobe level distribution computation for antenna arrays with arbitrary element distributions. | Siddhartha Krishnamurthy, Daniel W. Bliss, Vahid Tarokh |
| 2011 | ACSSC | Information-theoretic limits of dense underwater networks. | Won-Yong Shin, Daniel E. Lucani, Muriel Mdard, Milica Stojanovic, Vahid Tarokh |
| 2011 | GLOBECOM | Jointly optimized two-cell MIMO systems. | Chan-Byoung Chae, Insoo Hwang, Robert W. Heath Jr., Vahid Tarokh |
| 2011 | ITA | Network error correction from matrix network coding. | Kwang Taik Kim, Chan-Soo Hwang, Vahid Tarokh |
| 2011 | WCNC | Service coverage for cognitive radio networks with cooperative relays in shadowed hotspot areas. | Meng-Lin Ku, Qingchun Chen, Saeed S. Ghassemzadeh, Vahid Tarokh, Li-Chun Wang |
| 2010 | CISS | Random frames from binary linear block codes. | Behtash Babadi, Vahid Tarokh |
| 2010 | GLOBECOM | An Exponential Model for Evaluating Error Performance of Turbo Codes. | Qingchun Chen, Jiaxiang Li, Pingzhi Fan, Vahid Tarokh |
| 2010 | ICASSP | Low density frames for compressive sensing. | Mehmet Akakaya, Jinsoo Park, Vahid Tarokh |
| 2010 | ICASSP | An Adaptive Greedy Algorithm with Application to Sparse Narma Identification. | Gerasimos Mileounis, Behtash Babadi, Nicholas Kalouptsidis, Vahid Tarokh |
| 2010 | ISIT | Multi-hop routing is order-optimal in underwater extended networks. | Won-Yong Shin, Daniel Enrique Lucani, Muriel Mdard, Milica Stojanovic, Vahid Tarokh |
| 2009 | GLOBECOM | TAS Protocols of a PASD System with Limited Feedback Information. | Sang Joon Kim, Saeed S. Ghassemzadeh, Robert R. Miller, Vahid Tarokh |
| 2009 | GLOBECOM | Adaptive Modulation and Network Coding with Optimized Precoding in Two-Way Relaying. | Toshiaki Koike-Akino, Petar Popovski, Vahid Tarokh |
| 2009 | GLOBECOM | An Adaptive Rate Assignment Strategy for CDMA2000 IS-856 Subject to RAB Delay. | Kaveh Moezzi, Kian Jalaleddini, Amir G. Aghdam, Mehdi Alasti, Vahid Tarokh |
| 2009 | ISIT | A class of bi-directional multi-relay protocols. | Sang Joon Kim, Natasha Devroye, Vahid Tarokh |
| 2009 | VTC | Interference Analysis Between On-the-Move Users and GEO Satellites. | Besma Smida, George P. Efthymoglou, Saeed S. Ghassemzadeh, Vahid Tarokh |
| 2009 | WiOpt | Cognitive networks achieve throughput scaling of a homogeneous network. | Sang-Woon Jeon, Natasha Devroye, Mai Vu, Sae-Young Chung, Vahid Tarokh |
| 2008 | ACSSC | Two-way relaying with network coding for frequency-selective fading channels. | Toshiaki Koike-Akino, Petar Popovski, Vahid Tarokh |
| 2008 | CISS | Noisy compressive sampling limits in linear and sublinear regimes. | Mehmet Akakaya, Vahid Tarokh |
| 2008 | CISS | A distributed asynchronous algorithm for spectrum sharing in wireless ad hoc networks. | Behtash Babadi, Vahid Tarokh |
| 2008 | CISS | Relay selection methods for wireless cooperative communications. | Seunghoon Nam, Mai Vu, Vahid Tarokh |
| 2008 | CISS | On the degrees-of-freedom of the MIMO interference channel. | Peter A. Parker, Daniel W. Bliss, Vahid Tarokh |
| 2008 | CISS | Ground-to-air interference analysis in cellular ATG systems. | Besma Smida, Vahid Tarokh |
| 2008 | GLOBECOM | Denoising Maps and Constellations for Wireless Network Coding in Two-Way Relaying Systems. | Toshiaki Koike-Akino, Petar Popovski, Vahid Tarokh |
| 2008 | GLOBECOM | Interference Reduction by Beamforming in Cognitive Networks. | Simon Yiu, Mai Vu, Vahid Tarokh |
| 2008 | ISIT | Improved throughput scaling in wireless ad hoc networks with infrastructure. | Won-Yong Shin, Sang-Woon Jeon, Natasha Devroye, Mai Vu, Sae-Young Chung, Yong Hoon Lee, Vahid Tarokh |
| 2008 | PIMRC | On the peak to average power reduction of OFDM signals using reserved subcarriers. | Hossein Entekhabi, Masoud Sharif, Vahid Tarokh |
| 2008 | VTC | Beam Selection Gain from Butler Matrices. | Dongwoon Bai, Saeed S. Ghassemzadeh, Robert R. Miller, Vahid Tarokh |
| 2008 | WCNC | Performance Analysis of a PASD Antenna System in Rayleigh Fading Channels. | Dongwoon Bai, Saeed S. Ghassemzadeh, Robert R. Miller, Vahid Tarokh |
| 2008 | WCNC | Interference in a Cognitive Network with Beacon. | Mai Vu, Saeed S. Ghassemzadeh, Vahid Tarokh |
| 2007 | CISS | Performance Study of Various Sparse Representation Methods Using Redundant Frames. | Mehmet Akakaya, Vahid Tarokh |
| 2007 | CISS | A New Practical Dirty-Paper Coding Strategy in MIMO System. | Insoo Hwang, Dong-Ho Kim, Cheolwoo You, Yungsoo Kim, Vahid Tarokh |
| 2007 | ISIT | On Sparsity, Redundancy and Quality of Frame Representations. | Mehmet Akakaya, Vahid Tarokh |
| 2007 | ISIT | Channel Hardening and the Scheduling Gain of Antenna Selection Diversity Schemes. | Dongwoon Bai, Patrick Mitran, Saeed S. Ghassemzadeh, Robert R. Miller, Vahid Tarokh |
| 2005 | ICASSP | On the effects of phase estimation errors on collaborative beamforming in wireless ad hoc networks. | Hideki Ochiai, Patrick Mitran, H. Vincent Poor, Vahid Tarokh |
| 2005 | INFOCOM | Delay bounds for packetizing time-varying fluid policies with speedup and lookahead in single server systems. | Raymond Yim, Michael Rosenblum, Vahid Tarokh |
| 2005 | ISIT | Cognitive multiple access networks. | Natasha Devroye, Patrick Mitran, Vahid Tarokh |
| 2004 | ICASSP | Frequency synchronization in OFDM. | Zoran Cvetkovic, Vahid Tarokh, Seokho Yoon |
| 2004 | INFOCOM | Universal Bounds on Buffer Size for Packetizing Fluid Policies in Input Queued, Crossbar Switches. | Michael Rosenblum, Michel X. Goemans, Vahid Tarokh |
| 2004 | ITW | Collaborative beamforming in ad hoc networks. | Hideki Ochiai, Patrick Mitran, H. Vincent Poor, Vahid Tarokh |
| 2003 | GLOBECOM | Coexistence of ultra-wideband systems with IEEE-802.11 a wireless LANs. | Jason Bellorado, Saeed S. Ghassemzadeh, Larry J. Greenstein, Thorvardur Sveinsson, Vahid Tarokh |
| 2003 | GLOBECOM | An impulse response model for residential wireless channels. | Saeed S. Ghassemzadeh, Larry J. Greenstein, Thorvardur Sveinsson, Vahid Tarokh |
| 2003 | PIMRC | Differential space time block codes using QAM constellations. | Chan-Soo Hwang, Seung Hoon Nam, Jaehak Chung, Vahid Tarokh |
| 2003 | WCNC | A multipath intensity profile model for residential environments. | Saeed S. Ghassemzadeh, Larry J. Greenstein, Thorvardur Sveinsson, Vahid Tarokh |
| 2002 | ISCAS | Maximum achievable energy reduction using coding with applications to deep sub-micron buses. | Paul-Peter Sotiriadis, Anantha P. Chandrakasan, Vahid Tarokh |
| 1999 | WCNC | Space-time block coding-from a physical perspective. | Titus K. Y. Lo, Vahid Tarokh |
| 1999 | WCNC | A differential detection scheme for transmit diversity. | Vahid Tarokh, Hamid Jafarkhani |
| 1998 | DCC | Successively Refinable Trellis Coded Quantization. | Hamid Jafarkhani, Vahid Tarokh |
| 1998 | ICIP | Multiple Description Trellis Coded Quantization. | Hamid Jafarkhani, Vahid Tarokh |
| 1997 | PIMRC | Low-rate multi-dimensional space-time codes for both slow and rapid fading channels. | Vahid Tarokh, Ayman F. Naguib, Nambi Seshadri, A. Robert Calderbank |