Joseph Gonzalez
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
39
Venues
19
Active years
2009–2026
Best venue rank
A*
Where they publish
Papers
39 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2026 | AAAI | Model AI Assignments 2026. | Todd W. Neller, Steve Geinitz, Kevin Wang, Zach Dodds, Nicholas Dodds, Ryan O'Connor, Aimen Taha, Ananta Manoranjan, Saurabh Ray, Deepak Ajwani, Fang Sun, Paul Zhang, Pranav Subbaraman, Yizhou Sun, Lisa Dunlap, Taehan Kim, Deena Sun, Ishir Garg, Mark Ogata, Aakarsh Vermani, Narges Norouzi, Joseph Gonzalez, Varada Kolhatkar |
| 2026 | CIDR | Supporting Our AI Overlords: Redesigning Data Systems to be Agent-First. | Shu Liu, Soujanya Ponnapalli, Shreya Shankar, Sepanta Zeighami, Alan Zhu, Shubham Agarwal, Ruiqi Chen, Samion Suwito, Shuo Yuan, Ion Stoica, Matei Zaharia, Alvin Cheung, Natacha Crooks, Joseph Gonzalez, Aditya G. Parameswaran |
| 2025 | SOSP | Jenga: Effective Memory Management for Serving LLM with Heterogeneity. | Chen Zhang, Kuntai Du, Shu Liu, Woosuk Kwon, Xiangxi Mo, Yufeng Wang, Xiaoxuan Liu, Kaichao You, Zhuohan Li, Mingsheng Long, Jidong Zhai, Joseph Gonzalez, Ion Stoica |
| 2024 | EMNLP | LLoCO: Learning Long Contexts Offline. | Sijun Tan, Xiuyu Li, Shishir G. Patil, Ziyang Wu, Tianjun Zhang, Kurt Keutzer, Joseph Gonzalez, Raluca A. Popa |
| 2024 | NAACL | ALOHa: A New Measure for Hallucination in Captioning Models. | Suzanne Petryk, David M. Chan, Anish Kachinthaya, Haodi Zou, John F. Canny, Joseph Gonzalez, Trevor Darrell |
| 2023 | EMNLP | CLAIR: Evaluating Image Captions with Large Language Models. | David M. Chan, Suzanne Petryk, Joseph Gonzalez, Trevor Darrell, John F. Canny |
| 2023 | EMNLP | Decomposing Complex Queries for Tip-of-the-tongue Retrieval. | Kevin Lin, Kyle Lo, Joseph Gonzalez, Dan Klein |
| 2023 | ICRA | FogROS2: An Adaptive Platform for Cloud and Fog Robotics Using ROS 2. | Jeffrey Ichnowski, Kaiyuan Chen, Karthik Dharmarajan, Simeon Adebola, Michael Danielczuk, Victor Mayoral Vilches, Nikhil Jha, Hugo Zhan, Edith LLontop, Derek Xu, Camilo Buscaron, John Kubiatowicz, Ion Stoica, Joseph Gonzalez, Ken Goldberg |
| 2023 | OSDI | Cilantro: Performance-Aware Resource Allocation for General Objectives via Online Feedback. | Romil Bhardwaj, Kirthevasan Kandasamy, Asim Biswal, Wenshuo Guo, Benjamin Hindman, Joseph Gonzalez, Michael I. Jordan, Ion Stoica |
| 2023 | SOSP | Efficient Memory Management for Large Language Model Serving with PagedAttention. | Woosuk Kwon, Zhuohan Li, Siyuan Zhuang, Ying Sheng, Lianmin Zheng, Cody Hao Yu, Joseph Gonzalez, Hao Zhang, Ion Stoica |
| 2022 | AISTATS | Learning Competitive Equilibria in Exchange Economies with Bandit Feedback. | Wenshuo Guo, Kirthevasan Kandasamy, Joseph Gonzalez, Michael I. Jordan, Ion Stoica |
| 2022 | CVPR | On Guiding Visual Attention with Language Specification. | Suzanne Petryk, Lisa Dunlap, Keyan Nasseri, Joseph Gonzalez, Trevor Darrell, Anna Rohrbach |
| 2022 | ECCV | Context-Aware Streaming Perception in Dynamic Environments. | Gur-Eyal Sela, Ionel Gog, Justin Wong, Kumar Krishna Agrawal, Xiangxi Mo, Sukrit Kalra, Peter Schafhalter, Eric Leong, Xin Wang, Bharathan Balaji, Joseph Gonzalez, Ion Stoica |
| 2022 | ECCV | Reliable Visual Question Answering: Abstain Rather Than Answer Incorrectly. | Spencer Whitehead, Suzanne Petryk, Vedaad Shakib, Joseph Gonzalez, Trevor Darrell, Anna Rohrbach, Marcus Rohrbach |
| 2022 | ICML | POET: Training Neural Networks on Tiny Devices with Integrated Rematerialization and Paging. | Shishir G. Patil, Paras Jain, Prabal Dutta, Ion Stoica, Joseph Gonzalez |
| 2022 | ICML | Neurotoxin: Durable Backdoors in Federated Learning. | Zhengming Zhang, Ashwinee Panda, Linyue Song, Yaoqing Yang, Michael W. Mahoney, Prateek Mittal, Kannan Ramchandran, Joseph Gonzalez |
| 2022 | ICML | Making Linear MDPs Practical via Contrastive Representation Learning. | Tianjun Zhang, Tongzheng Ren, Mengjiao Yang, Joseph Gonzalez, Dale Schuurmans, Bo Dai |
| 2022 | SIGCSE | How Computer Science and Statistics Instructors Approach Data Science Pedagogy Differently: Three Case Studies. | Sam Lau, Deborah Nolan, Joseph Gonzalez, Philip J. Guo |
| 2021 | EMNLP | Contrastive Code Representation Learning. | Paras Jain, Ajay Jain, Tianjun Zhang, Pieter Abbeel, Joseph Gonzalez, Ion Stoica |
| 2021 | EMNLP | Grounded Graph Decoding improves Compositional Generalization in Question Answering. | Yu Gai, Paras Jain, Wendi Zhang, Joseph Gonzalez, Dawn Song, Ion Stoica |
| 2021 | ICCV | Visual Transformers: Where Do Transformers Really Belong in Vision Models? | Bichen Wu, Chenfeng Xu, Xiaoliang Dai, Alvin Wan, Peizhao Zhang, Zhicheng Yan, Masayoshi Tomizuka, Joseph Gonzalez, Kurt Keutzer, Peter Vajda |
| 2021 | ICML | ActNN: Reducing Training Memory Footprint via 2-Bit Activation Compressed Training. | Jianfei Chen, Lianmin Zheng, Zhewei Yao, Dequan Wang, Ion Stoica, Michael W. Mahoney, Joseph Gonzalez |
| 2021 | ICML | Resource Allocation in Multi-armed Bandit Exploration: Overcoming Sublinear Scaling with Adaptive Parallelism. | Brijen Thananjeyan, Kirthevasan Kandasamy, Ion Stoica, Michael I. Jordan, Ken Goldberg, Joseph Gonzalez |
| 2020 | ACSSC | Robust Class Parallelism - Error Resilient Parallel Inference with Low Communication Cost. | Yaoqing Yang, Jichan Chung, Guanhua Wang, Vipul Gupta, Adarsh Karnati, Kenan Jiang, Ion Stoica, Joseph Gonzalez, Kannan Ramchandran |
| 2020 | AISTATS | Thompson Sampling for Linearly Constrained Bandits. | Vidit Saxena, Joakim Jaldn, Joseph Gonzalez |
| 2020 | CLOUD | InferLine: latency-aware provisioning and scaling for prediction serving pipelines. | Daniel Crankshaw, Gur-Eyal Sela, Xiangxi Mo, Corey Zumar, Ion Stoica, Joseph Gonzalez, Alexey Tumanov |
| 2020 | CoRL | Untangling Dense Knots by Learning Task-Relevant Keypoints. | Jennifer Grannen, Priya Sundaresan, Brijen Thananjeyan, Jeffrey Ichnowski, Ashwin Balakrishna, Vainavi Viswanath, Michael Laskey, Joseph Gonzalez, Ken Goldberg |
| 2020 | ICML | FetchSGD: Communication-Efficient Federated Learning with Sketching. | Daniel Rothchild, Ashwinee Panda, Enayat Ullah, Nikita Ivkin, Ion Stoica, Vladimir Braverman, Joseph Gonzalez, Raman Arora |
| 2020 | ICML | Frustratingly Simple Few-Shot Object Detection. | Xin Wang, Thomas E. Huang, Joseph Gonzalez, Trevor Darrell, Fisher Yu |
| 2020 | ICRA | Dex-Net AR: Distributed Deep Grasp Planning Using a Commodity Cellphone and Augmented Reality App. | Harry Zhang, Jeffrey Ichnowski, Yahav Avigal, Joseph Gonzalez, Ion Stoica, Ken Goldberg |
| 2019 | CIDR | Serverless Computing: One Step Forward, Two Steps Back. | Joseph M. Hellerstein, Jose M. Faleiro, Joseph Gonzalez, Johann Schleier-Smith, Vikram Sreekanti, Alexey Tumanov, Chenggang Wu |
| 2019 | ICCV | ACE: Adapting to Changing Environments for Semantic Segmentation. | Zuxuan Wu, Xin Wang, Joseph Gonzalez, Tom Goldstein, Larry Davis |
| 2018 | CVPR | Shift: A Zero FLOP, Zero Parameter Alternative to Spatial Convolutions. | Bichen Wu, Alvin Wan, Xiangyu Yue, Peter H. Jin, Sicheng Zhao, Noah Golmant, Amir Gholaminejad, Joseph Gonzalez, Kurt Keutzer |
| 2018 | ICML | RLlib: Abstractions for Distributed Reinforcement Learning. | Eric Liang, Richard Liaw, Robert Nishihara, Philipp Moritz, Roy Fox, Ken Goldberg, Joseph Gonzalez, Michael I. Jordan, Ion Stoica |
| 2017 | AISTATS | Random projection design for scalable implicit smoothing of randomly observed stochastic processes. | Francois Belletti, Evan Randall Sparks, Alexandre M. Bayen, Joseph Gonzalez |
| 2015 | SDM | Faster Jobs in Distributed Data Processing using Multi-Task Learning. | Neeraja Jayant Yadwadkar, Bharath Hariharan, Joseph Gonzalez, Randy H. Katz |
| 2012 | WSDM | Scalable inference in latent variable models. | Amr Ahmed, Mohamed Aly, Joseph Gonzalez, Shravan M. Narayanamurthy, Alexander J. Smola |
| 2010 | UAI | GraphLab: A New Framework For Parallel Machine Learning. | Yucheng Low, Joseph Gonzalez, Aapo Kyrola, Danny Bickson, Carlos Guestrin, Joseph M. Hellerstein |
| 2009 | UAI | Distributed Parallel Inference on Large Factor Graphs. | Joseph Gonzalez, Yucheng Low, Carlos Guestrin, David R. O'Hallaron |