| 2026 | ACL | Multi-component Causal Tracing in Large Language Models. | Zirui Yan, Dennis Wei, Dmitriy A. Katz, Prasanna Sattigeri, Ali Tajer |
| 2025 | AISTATS | Risk-sensitive Bandits: Arm Mixture Optimality and Regret-efficient Algorithms. | Meltem Tatli, Arpan Mukherjee, Prashanth L. A., Karthikeyan Shanmugam, Ali Tajer |
| 2024 | AISTATS | General Identifiability and Achievability for Causal Representation Learning. | Burak Varici, Emre Acartrk, Karthikeyan Shanmugam, Ali Tajer |
| 2024 | AISTATS | Causal Bandits with General Causal Models and Interventions. | Zirui Yan, Dennis Wei, Dmitriy A. Katz-Rogozhnikov, Prasanna Sattigeri, Ali Tajer |
| 2024 | ISIT | BAI in Exponential Family: Efficiency and Optimality. | Arpan Mukherjee, Ali Tajer |
| 2024 | ISIT | Improved Bound for Robust Causal Bandits with Linear Models. | Zirui Yan, Arpan Mukherjee, Burak Varici, Ali Tajer |
| 2023 | AAAI | When Neural Networks Fail to Generalize? A Model Sensitivity Perspective. | Jiajin Zhang, Hanqing Chao, Amit Dhurandhar, Pin-Yu Chen, Ali Tajer, Yangyang Xu, Pingkun Yan |
| 2023 | MICCAI | Spectral Adversarial MixUp for Few-Shot Unsupervised Domain Adaptation. | Jiajin Zhang, Hanqing Chao, Amit Dhurandhar, Pin-Yu Chen, Ali Tajer, Yangyang Xu, Pingkun Yan |
| 2022 | ICASSP | Federated Multi-Armed Bandit Via Uncoordinated Exploration. | Zirui Yan, Quan Xiao, Tianyi Chen, Ali Tajer |
| 2022 | ISIT | SPRT-based Best Arm Identification in Stochastic Bandits. | Arpan Mukherjee, Ali Tajer |
| 2022 | UAI | Intervention target estimation in the presence of latent variables. | Burak Varici, Karthikeyan Shanmugam, Prasanna Sattigeri, Ali Tajer |
| 2021 | AISTATS | Learning Shared Subgraphs in Ising Model Pairs. | Burak Varici, Saurabh Sihag, Ali Tajer |
| 2021 | ICASSP | Active Estimation From Multimodal Data. | Arpan Mukherjee, Ali Tajer, Pin-Yu Chen, Payel Das |
| 2021 | ICASSP | Two-Stage Graph-Constrained Group Testing: Theory and Application. | Saurabh Sihag, Ali Tajer, Urbashi Mitra |
| 2021 | ISIT | Sequential Change Detection of a Correlation Structure under a Sampling Constraint. | Anamitra Chaudhuri, Georgios Fellouris, Ali Tajer |
| 2021 | ISIT | Linear Discriminant Analysis under $f$-divergence Measures. | Anmol Dwivedi, Sihui Wang, Ali Tajer |
| 2021 | ISIT | Active Binary Classification of Random Fields. | Arpan Mukherjee, Ali Tajer, Pin-Yu Chen, Payel Das |
| 2020 | ISIT | Approximate Recovery Of Ising Models with Side Information. | Saurabh Sihag, Ali Tajer |
| 2020 | ISIT | Interference Management without CSIT: A Broadcast Approach. | Maha Zohdy, Ali Tajer, Shlomo Shamai Shitz |
| 2019 | ICASSP | Sample Complexity of Joint Structure Learning. | Saurabh Sihag, Ali Tajer |
| 2019 | ISIT | Quickest Search for a Change Point. | Javad Heydari, Ali Tajer |
| 2019 | ISIT | Structure Learning of Similar Ising Models: Information-theoretic Bounds. | Saurabh Sihag, Ali Tajer |
| 2019 | ISIT | Secure Estimation under Causative Attacks. | Saurabh Sihag, Ali Tajer |
| 2018 | CISS | Sequential estimation of distributed parameters in networks. | Saurabh Sihag, Javad Heydari, Ali Tajer |
| 2018 | GLOBECOM | A Broadcast Approach to Multiple Access with Partial CSIT. | Maha Zohdy, Samia Kazemi, Ali Tajer |
| 2018 | GLOBECOM | A Broadcast Approach to the Single-User Energy Harvesting Channel. | Maha Zohdy, Ali Tajer |
| 2018 | ICASSP | Distributed Estimation Under Network Model Uncertainty. | Saurabh Sihag, Ali Tajer |
| 2018 | ICASSP | Scalable Network Parameter Estimation in the Presence of Anomalies. | Saurabh Sihag, Ali Tajer |
| 2018 | ISIT | Controlled Sensing for Multi-Hypothesis Testing with Co-Dependent Actions. | Javad Heydari, Ali Tajer |
| 2017 | ICASSP | Quickest change detection in structured data with incomplete information. | Javad Heydari, Ali Tajer |
| 2017 | ISIT | Quickest search and learning over multiple sequences. | Javad Heydari, Ali Tajer |
| 2017 | ISIT | A broadcast approach to multiple access adapted to the multiuser channel. | Samia Kazemi, Ali Tajer |
| 2016 | ACSSC | Robust false data injection attacks in electricity markets by limited adversaries. | Mengheng Xue, Ali Tajer |
| 2016 | GLOBECOM | Reduced-Feedback AN-Aided Secure Alamouti MAC Transmissions. | Trevor Allen, Ali Tajer, Naofal Al-Dhahir |
| 2016 | ICASSP | Quickest search over correlated sequences with model uncertainty. | Javad Heydari, Ali Tajer, H. Vincent Poor |
| 2016 | ISIT | Quickest detection of Markov networks. | Javad Heydari, Ali Tajer, H. Vincent Poor |
| 2015 | ISIT | Quickest linear search over correlated sequences. | Javad Heydari, Ali Tajer |
| 2015 | WCNC | Relay X channels without channel state information at the transmit sides: Degrees of freedom. | Hamideh Zebardast, Ali Tajer, Behrouz Maham, Mohsen Rezaee |
| 2014 | ACSSC | Quickest sequential search over correlated sequences. | Javad Heydari, Ali Tajer |
| 2013 | ACSSC | Quick search for rare events through adaptive group sampling. | Ali Tajer, H. Vincent Poor |
| 2013 | VTC | Quick Spectrum Access via Block Sampling. | Ali Tajer, H. Vincent Poor |
| 2012 | ACSSC | Design of coordinated multi-point (CoMP) transmission and reception schemes for the fourth generation cellular downlink. | Narayan Prasad, Ali Tajer, Xiaodong Wang |
| 2012 | ACSSC | Session TA8b2: MIMO communications and signal processing II. | Ali Tajer |
| 2011 | GLOBECOM | A Practical Coding Scheme for Interference Channel Using Constrained Partial Group Decoder. | Chen Gong, Ali Tajer, Xiaodong Wang |
| 2011 | ISIT | Partial group decoding for interference channels. | Ali Tajer, H. Vincent Poor, Xiaodong Wang |
| 2011 | ISIT | (n, K)-user interference channels: Degrees of freedom. | Ali Tajer, Xiaodong Wang |
| 2011 | ISIT | Coordination limits in MIMO networks. | Ali Tajer, Xiaodong Wang, H. Vincent Poor |
| 2010 | ICASSP | Adaptive spectrum sensing for agile cognitive radios. | Ali Tajer, Rui M. Castro, Xiaodong Wang |
| 2010 | ISIT | Robust beamforming for multi-cell downlink transmission. | Ali Tajer, Narayan Prasad, Xiaodong Wang |
| 2010 | ISIT | Fair rate adaptation in multiuser interference channels. | Ali Tajer, Narayan Prasad, Xiaodong Wang |
| 2009 | CISS | Multiuser diversity gain in cognitive networks with distributed spectrum access. | Ali Tajer, Xiaodong Wang |
| 2009 | ICASSP | Beacon-assisted spectrum access with cooperative cognitive transmitter and receiver. | Ali Tajer, Xiaodong Wang |
| 2007 | GLOBECOM | Diversity Order of MMSE Single-Carrier Frequency Domain Linear Equalization. | Ali Tajer, Aria Nosratinia |
| 2007 | ISIT | Opportunistic Cooperation via Relay Selection with Minimal Information Exchange. | Ali Tajer, Aria Nosratinia |
| 2007 | ISIT | MMSE Infinite Length Symbol-by-Symbol Linear Equalization Achieves Full Diversity. | Ali Tajer, Aria Nosratinia, Naofal Al-Dhahir |
| 2006 | GLOBECOM | A Broadcasting Relay for Orthogonal Multiuser Channels. | Ali Tajer, Aria Nosratinia |