Distributed stream control for self-managing media processing graphs. - Lisa Amini; Jorge Lepre; Martin G. Kienzle (ACM Multimedia (2), 1999)

A Live Intranet Distance Learning System using MPEG-4 over RTP/RTSP. - Peter H. Westerink; Lisa Amini; Sundar Veliah; Will Belknap (IEEE International Conference on Multimedia and Expo (II), 2000)

On probe strategies for dynamic multimedia server selection. - Lisa Amini; Henning Schulzrinne (ICME (1), 2002)

Joint server scheduling and proxy caching for video delivery. - Olivier Verscheure; Chitra Venkatramani; Pascal Frossard; Lisa Amini (Comput. Commun., 2002)

ARMS: adaptive rich media secure streaming. - Lisa Amini; Raymond Rose; Chitra Venkatramani; Olivier Verscheure; Peter H. Westerink; Pascal Frossard (ACM Multimedia, 2003)

Modeling redirection in geographically diverse server sets. - Lisa Amini; Anees Shaikh; Henning Schulzrinne (WWW, 2003)

Client Clustering for Traffic and Location Estimation. - Lisa Amini; Henning Schulzrinne (ICDCS, 2004)

Effective Peering for Multi-provider Content Delivery Services. - Lisa Amini; Anees Shaikh; Henning Schulzrinne (INFOCOM, 2004)

Settlement and capacity planning in multi-service provider infrastructures. - Lisa Amini; Giuseppe A. Paleologo; Olivier Verscheure (IPCCC, 2004)

Issues with inferring Internet topological attributes. - Lisa Amini; Anees Shaikh; Henning Schulzrinne (Comput. Commun., 2004)

Semantic Routing and Filtering for Large-Scale Video Streams Monitoring. - Ching-Yung Lin; Olivier Verscheure; Lisa Amini (ICME, 2005)

Adaptive Control of Extreme-scale Stream Processing Systems. - Lisa Amini; Navendu Jain; Anshul Sehgal; Jeremy Silber; Olivier Verscheure (ICDCS, 2006)

Resource Management for Networked Classifiers in Distributed Stream Mining Systems. - Deepak S. Turaga; Olivier Verscheure; Upendra V. Chaudhari; Lisa Amini (ICDM, 2006)

Efficient Speaker Detection via Target Dependent Data Reduction. - Upendra V. Chaudhari; Olivier Verscheure; Juan M. Huerta; Xiang Li 071; Ganesh N. Ramaswamy; Lisa Amini (ICME, 2006)

Design, implementation, and evaluation of the linear road bnchmark on the stream processing core. - Navendu Jain; Lisa Amini; Henrique Andrade; Richard King; Yoonho Park; Philippe Selo; Chitra Venkatramani (SIGMOD Conference, 2006)

Configuring Networked Classifiers in Distributed and Resource Constrained Stream Processing Systems. - Fangwen Fu; Deepak S. Turaga; Olivier Verscheure; Mihaela van der Schaar; Lisa Amini (ICASSP (3), 2007)

Configuring Competing Classifier Chains in Distributed Stream Mining Systems. - Fangwen Fu; Deepak S. Turaga; Olivier Verscheure; Mihaela van der Schaar; Lisa Amini (J. Sel. Topics Signal Processing, 2007)

Adaptative Signal Sampling and Sample Quantization for Resource-Constrained Stream Processing. - Deepak S. Turaga; Olivier Verscheure; Daby M. Sow; Lisa Amini (BIOSIGNALS (2), 2008)

Streamsight: a visualization tool for large-scale streaming applications. - Wim De Pauw; Henrique Andrade; Lisa Amini (SOFTVIS, 2008)

Resource Constrained Stream Mining With Classifier Tree Topologies. - Brian Foo; Deepak S. Turaga; Olivier Verscheure; Mihaela van der Schaar; Lisa Amini (IEEE Signal Process. Lett., 2008)

Configuring Trees of Classifiers in Distributed Multimedia Stream Mining Systems. - Brian Foo; Deepak S. Turaga; Olivier Verscheure; Mihaela van der Schaar; Lisa Amini (IEEE Trans. Circuits Syst. Video Technol., 2011)

Zeroth-Order Stochastic Projected Gradient Descent for Nonconvex Optimization. - Sijia Liu 001; Xingguo Li; Pin-Yu Chen; Jarvis D. Haupt; Lisa Amini (GlobalSIP, 2018)

Zeroth-Order Stochastic Variance Reduction for Nonconvex Optimization. - Sijia Liu 001; Bhavya Kailkhura; Pin-Yu Chen; Pai-Shun Ting; Shiyu Chang; Lisa Amini (NeurIPS, 2018)

Adversarial Robustness: From Self-Supervised Pre-Training to Fine-Tuning. - Tianlong Chen 001; Sijia Liu 001; Shiyu Chang; Yu Cheng 001; Lisa Amini; Zhangyang Wang (CVPR, 2020)

AutoAI: Automating the End-to-End AI Lifecycle with Humans-in-the-Loop. - Dakuo Wang; Parikshit Ram; Daniel Karl I. Weidele; Sijia Liu 001; Michael J. Muller; Justin D. Weisz; Abel N. Valente; Arunima Chaudhary; Dustin Ramsey Torres; Horst Samulowitz; Lisa Amini (IUI Companion, 2020)

Training Stronger Baselines for Learning to Optimize. - Tianlong Chen 001; Weiyi Zhang; Jingyang Zhou; Shiyu Chang; Sijia Liu 001; Lisa Amini; Zhangyang Wang (NeurIPS, 2020)

Experiences and Insights for Collaborative Industry-Academic Research in Artificial Intelligence. - Lisa Amini; Ching-Hua Chen; David D. Cox; Aude Oliva; Antonio Torralba 001 (AI Mag., 2020)

How Much Automation Does a Data Scientist Want? - Dakuo Wang; Q. Vera Liao; Yunfeng Zhang; Udayan Khurana; Horst Samulowitz; Soya Park; Michael J. Muller; Lisa Amini (CoRR, 2021)

Semantic Feature Discovery with Code Mining and Semantic Type Detection. - Kavitha Srinivas; Takaaki Tateishi; Daniel Karl I. Weidele; Udayan Khurana; Horst Samulowitz; Toshihiro Takahashi; Dakuo Wang; Lisa Amini (AAAI, 2022)

Optimizer Amalgamation. - Tianshu Huang; Tianlong Chen 001; Sijia Liu 001; Shiyu Chang; Lisa Amini; Zhangyang Wang (ICLR, 2022)

Queried Unlabeled Data Improves and Robustifies Class-Incremental Learning. - Tianlong Chen 001; Sijia Liu 001; Shiyu Chang; Lisa Amini; Zhangyang Wang (Trans. Mach. Learn. Res., 2022)

Conversational GUI for Semantic Automation Layer. - Daniel Karl I. Weidele; Gaetano Rossiello; Gregory Bramble; Abel N. Valente; Sugato Bagchi; Md. Faisal Mahbub Chowdhury; Mauro Martino; Nandana Mihindukulasooriya; Haritha Ananthakrishnan; Hendrik Strobelt; Hima Patel; Alfio Massimiliano Gliozzo; et al. (ISWC (Posters/Demos/Industry), 2023)

Empirical Evidence on Conversational Control of GUI in Semantic Automation. - Daniel Karl I. Weidele; Mauro Martino; Abel N. Valente; Gaetano Rossiello; Hendrik Strobelt; Loraine Franke; Kathryn Alvero; Shayenna Misko; Robin Auer; Sugato Bagchi; Nandana Mihindukulasooriya; Md. Faisal Mahbub Chowdhury; et al. (IUI, 2024)

Empowering the Future Workforce: Prioritizing Education for the AI-Accelerated Job Market. - Lisa Amini; Henry F. Korth; Nita Patel; Evan Peck; Ben Zorn 001 (CoRR, 2025)