Dennis Wei
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
45
Venues
19
Active years
2010–2026
Best venue rank
A*
Where they publish
Papers
45 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2026 | AAAI | Parameterized Abstract Interpretation for Transformer Verification. | Pei Huang, Dennis Wei, Omri Isac, Haoze Wu, Min Wu, Clark W. Barrett |
| 2026 | ACL | AI Steerability 360: A Toolkit for Steering Large Language Models. | Erik Miehling, Karthikeyan Natesan Ramamurthy, Praveen Venkateswaran, Ching-Yun Ko, Pierre L. Dognin, Moninder Singh, Tejaswini Pedapati, Avinash Balakrishnan, Matthew Riemer, Dennis Wei, Inge Vejsbjerg, Elizabeth M. Daly, Kush R. Varshney |
| 2026 | ACL | Multi-component Causal Tracing in Large Language Models. | Zirui Yan, Dennis Wei, Dmitriy A. Katz, Prasanna Sattigeri, Ali Tajer |
| 2025 | ACL | Multi-Level Explanations for Generative Language Models. | Lucas Monteiro Paes, Dennis Wei, Hyo Jin Do, Hendrik Strobelt, Ronny Luss, Amit Dhurandhar, Manish Nagireddy, Karthikeyan Natesan Ramamurthy, Prasanna Sattigeri, Werner Geyer, Soumya Ghosh |
| 2025 | AIES | Highlight All the Phrases: Enhancing LLM Transparency Through Visual Factuality Indicators. | Hyo Jin Do, Rachel Ostrand, Werner Geyer, Keerthiram Murugesan, Dennis Wei, Justin D. Weisz |
| 2025 | EMNLP | Reasoning Model Unlearning: Forgetting Traces, Not Just Answers, While Preserving Reasoning Skills. | Changsheng Wang, Chongyu Fan, Yihua Zhang, Jinghan Jia, Dennis Wei, Parikshit Ram, Nathalie Baracaldo, Sijia Liu |
| 2025 | ICML | Invariance Makes LLM Unlearning Resilient Even to Unanticipated Downstream Fine-Tuning. | Changsheng Wang, Yihua Zhang, Jinghan Jia, Parikshit Ram, Dennis Wei, Yuguang Yao, Soumyadeep Pal, Nathalie Baracaldo, Sijia Liu |
| 2024 | AISTATS | Causal Bandits with General Causal Models and Interventions. | Zirui Yan, Dennis Wei, Dmitriy A. Katz-Rogozhnikov, Prasanna Sattigeri, Ali Tajer |
| 2024 | ICLR | SalUn: Empowering Machine Unlearning via Gradient-based Weight Saliency in Both Image Classification and Generation. | Chongyu Fan, Jiancheng Liu, Yihua Zhang, Eric Wong, Dennis Wei, Sijia Liu |
| 2024 | ICML | Trust Regions for Explanations via Black-Box Probabilistic Certification. | Amit Dhurandhar, Swagatam Haldar, Dennis Wei, Karthikeyan Natesan Ramamurthy |
| 2024 | IJCAI | Using Causal Inference to Investigate Contraceptive Discontinuation in Sub-Saharan Africa. | Victor Akinwande, Megan MacGregor, Celia Cintas, Ehud Karavani, Dennis Wei, Kush R. Varshney, Pablo A. Nepomnaschy |
| 2023 | AIES | Stress-Testing Bias Mitigation Algorithms to Understand Fairness Vulnerabilities. | Karan Bhanot, Ioana Baldini, Dennis Wei, Jiaming Zeng, Kristin P. Bennett |
| 2023 | AISTATS | Heavy Sets with Applications to Interpretable Machine Learning Diagnostics. | Dmitry M. Malioutov, Sanjeeb Dash, Dennis Wei |
| 2023 | AISTATS | Who Should Predict? Exact Algorithms For Learning to Defer to Humans. | Hussein Mozannar, Hunter Lang, Dennis Wei, Prasanna Sattigeri, Subhro Das, David A. Sontag |
| 2023 | AISTATS | Convex Bounds on the Softmax Function with Applications to Robustness Verification. | Dennis Wei, Haoze Wu, Min Wu, Pin-Yu Chen, Clark W. Barrett, Eitan Farchi |
| 2023 | ESANN | Adversarial Auditing of Machine Learning Models under Compound Shift. | Karan Bhanot, Dennis Wei, Ioana Baldini, Kristin P. Bennett |
| 2023 | ICASSP | A Statistical Interpretation of the Maximum Subarray Problem. | Dennis Wei, Dmitry M. Malioutov |
| 2023 | UAI | Interpretable differencing of machine learning models. | Swagatam Haldar, Diptikalyan Saha, Dennis Wei, Rahul Nair, Elizabeth M. Daly |
| 2022 | AAAI | AI Explainability 360: Impact and Design. | Vijay Arya, Rachel K. E. Bellamy, Pin-Yu Chen, Amit Dhurandhar, Michael Hind, Samuel C. Hoffman, Stephanie Houde, Q. Vera Liao, Ronny Luss, Aleksandra Mojsilovic, Sami Mourad, Pablo Pedemonte, Ramya Raghavendra, John T. Richards, Prasanna Sattigeri, Karthikeyan Shanmugam, Moninder Singh, Kush R. Varshney, Dennis Wei, Yunfeng Zhang |
| 2022 | ACL | Your fairness may vary: Pretrained language model fairness in toxic text classification. | Ioana Baldini, Dennis Wei, Karthikeyan Natesan Ramamurthy, Moninder Singh, Mikhail Yurochkin |
| 2022 | AMIA | Evaluating Fairness of Synthetic Healthcare Data Models. | Karan Bhanot, Ioana Baldini, Dennis Wei, Jiaming Zeng, Kristin P. Bennett |
| 2021 | COMAD | AI Explainability 360 Toolkit. | Vijay Arya, Rachel K. E. Bellamy, Pin-Yu Chen, Amit Dhurandhar, Michael Hind, Samuel C. Hoffman, Stephanie Houde, Q. Vera Liao, Ronny Luss, Aleksandra Mojsilovic, Sami Mourad, Pablo Pedemonte, Ramya Raghavendra, John T. Richards, Prasanna Sattigeri, Karthikeyan Shanmugam, Moninder Singh, Kush R. Varshney, Dennis Wei, Yunfeng Zhang |
| 2021 | ICASSP | Treatment Effect Estimation Using Invariant Risk Minimization. | Abhin Shah, Kartik Ahuja, Karthikeyan Shanmugam, Dennis Wei, Kush R. Varshney, Amit Dhurandhar |
| 2021 | ICML | Decision-Making Under Selective Labels: Optimal Finite-Domain Policies and Beyond. | Dennis Wei |
| 2021 | IJCAI | What Changed? Interpretable Model Comparison. | Rahul Nair, Massimiliano Mattetti, Elizabeth Daly, Dennis Wei, Oznur Alkan, Yunfeng Zhang |
| 2021 | UAI | Conditionally independent data generation. | Kartik Ahuja, Prasanna Sattigeri, Karthikeyan Shanmugam, Dennis Wei, Karthikeyan Natesan Ramamurthy, Murat Kocaoglu |
| 2020 | AISTATS | Characterization of Overlap in Observational Studies. | Michael Oberst, Fredrik D. Johansson, Dennis Wei, Tian Gao, Gabriel A. Brat, David A. Sontag, Kush R. Varshney |
| 2020 | AISTATS | Optimized Score Transformation for Fair Classification. | Dennis Wei, Karthikeyan Natesan Ramamurthy, Flvio P. Calmon |
| 2020 | ICML | Is There a Trade-Off Between Fairness and Accuracy? A Perspective Using Mismatched Hypothesis Testing. | Sanghamitra Dutta, Dennis Wei, Hazar Yueksel, Pin-Yu Chen, Sijia Liu, Kush R. Varshney |
| 2020 | ISIT | Model Projection: Theory and Applications to Fair Machine Learning. | Wael Alghamdi, Shahab Asoodeh, Hao Wang, Flvio P. Calmon, Dennis Wei, Karthikeyan Natesan Ramamurthy |
| 2019 | AIES | Fair Transfer Learning with Missing Protected Attributes. | Amanda Coston, Karthikeyan Natesan Ramamurthy, Dennis Wei, Kush R. Varshney, Skyler Speakman, Zairah Mustahsan, Supriyo Chakraborty |
| 2019 | AIES | TED: Teaching AI to Explain its Decisions. | Michael Hind, Dennis Wei, Murray Campbell, Noel C. F. Codella, Amit Dhurandhar, Aleksandra Mojsilovic, Karthikeyan Natesan Ramamurthy, Kush R. Varshney |
| 2019 | ICML | Generalized Linear Rule Models. | Dennis Wei, Sanjeeb Dash, Tian Gao, Oktay Gnlk |
| 2019 | SMC | Augmented Reality Interface for Smart Home Control using SSVEP-BCI and Eye Gaze. | Felix Putze, Dennis Wei, Lisa-Marie Vortmann, Tanja Schultz |
| 2018 | ICASSP | On the Supermodularity of Active Graph-Based Semi-Supervised Learning with Stieltjes Matrix Regularization. | Pin-Yu Chen, Dennis Wei |
| 2018 | ICML | Parallel Bayesian Network Structure Learning. | Tian Gao, Dennis Wei |
| 2016 | ICASSP | Empirically-estimable multi-class classification bounds. | Alan Wisler, Visar Berisha, Dennis Wei, Karthikeyan Ramamurthy, Andreas Spanias |
| 2015 | BigData | Optigrow: People Analytics for Job Transfers. | Dennis Wei, Kush R. Varshney, Marcy Wagman |
| 2015 | ICASSP | Adaptive sensing resource allocation over multiple hypothesis tests. | Dennis Wei |
| 2015 | ICASSP | Robust binary hypothesis testing under contaminated likelihoods. | Dennis Wei, Kush R. Varshney |
| 2015 | ICDM | Toward Comprehensive Attribution of Healthcare Cost Changes. | Dmitriy A. Katz-Rogozhnikov, Dennis Wei, Gigi Y. Yuen-Reed, Karthikeyan Natesan Ramamurthy, Aleksandra Mojsilovic |
| 2015 | SDM | Health Insurance Market Risk Assessment: Covariate Shift and k-Anonymity. | Dennis Wei, Karthikeyan Natesan Ramamurthy, Kush R. Varshney |
| 2011 | ICASSP | Saturation-robust SAR image formation. | Dennis Wei, Petros Boufounos |
| 2010 | ICASSP | Sparsity maximization under a quadratic constraint with applications in filter design. | Dennis Wei, Alan V. Oppenheim |
| 2010 | ICIP | Video stabilization and rolling shutter distortion reduction. | Wei Hong, Dennis Wei, Aziz Umit Batur |