Skip to content

Joseph E. Gonzalez

Publication record assembled from the DBLP archive of ranked conferences.

Papers indexed

89

Venues

28

Active years

2012–2026

Best venue rank

A*

Where they publish

Papers

89 indexed papers, newest first.

YearVenueTitleAuthors
2026AAAIDS SERVE: A Framework for Efficient and Scalable Neural Retrieval.Jinjian Liu, Yichuan Wang, Xinxi Lyu, Rulin Shao, Joseph E. Gonzalez, Matei Zaharia, Sewon Min
2026EuroSysEfficient ML Model Updates for Deeply Embedded Microcontrollers.Shishir G. Patil, Sam Kumar, Prabal Dutta, Joseph E. Gonzalez
2026NSDIAgentix: An Efficient Serving Engine for LLM Agents as General Programs.Michael Luo, Xiaoxiang Shi, Colin Cai, Tianjun Zhang, Justin Wong, Yichuan Wang, Chi Wang, Yanping Huang, Zhifeng Chen, Joseph E. Gonzalez, Ion Stoica
2025ASPLOSMoE-Lightning: High-Throughput MoE Inference on Memory-constrained GPUs.Shiyi Cao, Shu Liu, Tyler Griggs, Peter Schafhalter, Xiaoxuan Liu, Ying Sheng, Joseph E. Gonzalez, Matei Zaharia, Ion Stoica
2025ASRUCLAIRA: Leveraging Large Language Models to Judge Audio Captions.Tsung-Han Wu, Joseph E. Gonzalez, Trevor Darrell, David M. Chan
2025CIDRText2SQL is Not Enough: Unifying AI and Databases with TAG.Asim Biswal, Siddharth Jha, Carlos Guestrin, Matei Zaharia, Joseph E. Gonzalez, Amog Kamsetty, Shu Liu, Liana Patel
2025CVPRVisionArena: 230k Real World User-VLM Conversations with Preference Labels.Christopher Chou, Lisa Dunlap, Koki Mashita, Krishna Mandal, Trevor Darrell, Ion Stoica, Joseph E. Gonzalez, Wei-Lin Chiang
2025EMNLPS*: Test Time Scaling for Code Generation.Dacheng Li, Shiyi Cao, Chengkun Cao, Xiuyu Li, Shangyin Tan, Kurt Keutzer, Jiarong Xing, Joseph E. Gonzalez, Ion Stoica
2025EMNLPLanguage Models Can Easily Learn to Reason from Demonstrations.Dacheng Li, Shiyi Cao, Tyler Griggs, Shu Liu, Xiangxi Mo, Eric Tang, Sumanth Hegde, Kourosh Hakhamaneshi, Shishir G. Patil, Matei Zaharia, Joseph E. Gonzalez, Ion Stoica
2025ICCVDiscovering Divergent Representations Between Text-To-Image Models.Lisa Dunlap, Joseph E. Gonzalez, Trevor Darrell, Fabian Caba Heilbron, Josef Sivic, Bryan C. Russell
2025ICLRSuperCorrect: Advancing Small LLM Reasoning with Thought Template Distillation and Self-Correction.Ling Yang, Zhaochen Yu, Tianjun Zhang, Minkai Xu, Joseph E. Gonzalez, Bin Cui, Shuicheng Yan
2025ICLRVibeCheck: Discover and Quantify Qualitative Differences in Large Language Models.Lisa Dunlap, Krishna Mandal, Trevor Darrell, Jacob Steinhardt, Joseph E. Gonzalez
2025ICLRHow to Evaluate Reward Models for RLHF.Evan Frick, Tianle Li, Connor Chen, Wei-Lin Chiang, Anastasios Nikolas Angelopoulos, Jiantao Jiao, Banghua Zhu, Joseph E. Gonzalez, Ion Stoica
2025ICLRRouteLLM: Learning to Route LLMs from Preference Data.Isaac Ong, Amjad Almahairi, Vincent Wu, Wei-Lin Chiang, Tianhao Wu, Joseph E. Gonzalez, M. Waleed Kadous, Ion Stoica
2025ICLRVisual Haystacks: A Vision-Centric Needle-In-A-Haystack Benchmark.Tsung-Han Wu, Giscard Biamby, Jerome Quenum, Ritwik Gupta, Joseph E. Gonzalez, Trevor Darrell, David M. Chan
2025ICMLHashAttention: Semantic Sparsity for Faster Inference.Aditya Desai, Shuo Yang, Alejandro Cuadron, Matei Zaharia, Joseph E. Gonzalez, Ion Stoica
2025ICMLFrom Crowdsourced Data to High-quality Benchmarks: Arena-Hard and Benchbuilder Pipeline.Tianle Li, Wei-Lin Chiang, Evan Frick, Lisa Dunlap, Tianhao Wu, Banghua Zhu, Joseph E. Gonzalez, Ion Stoica
2025ICMLThe Berkeley Function Calling Leaderboard (BFCL): From Tool Use to Agentic Evaluation of Large Language Models.Shishir G. Patil, Huanzhi Mao, Fanjia Yan, Charlie Cheng-Jie Ji, Vishnu Suresh, Ion Stoica, Joseph E. Gonzalez
2024CVPRDescribing Differences in Image Sets with Natural Language.Lisa Dunlap, Yuhui Zhang, Xiaohan Wang, Ruiqi Zhong, Trevor Darrell, Jacob Steinhardt, Joseph E. Gonzalez, Serena Yeung-Levy
2024CVPRSee, Say, and Segment: Teaching LMMs to Overcome False Premises.Tsung-Han Wu, Giscard Biamby, David M. Chan, Lisa Dunlap, Ritwik Gupta, Xudong Wang, Joseph E. Gonzalez, Trevor Darrell
2024CVPRSelf-Correcting LLM-Controlled Diffusion Models.Tsung-Han Wu, Long Lian, Joseph E. Gonzalez, Boyi Li, Trevor Darrell
2024ECCVCARFF: Conditional Auto-Encoded Radiance Field for 3D Scene Forecasting.Jiezhi Yang, Khushi Desai, Charles Packer, Harshil Bhatia, Nicholas Rhinehart, Rowan McAllister, Joseph E. Gonzalez
2024ICLRLLM-Assisted Code Cleaning For Training Accurate Code Generators.Naman Jain, Tianjun Zhang, Wei-Lin Chiang, Joseph E. Gonzalez, Koushik Sen, Ion Stoica
2024ICLRLMSYS-Chat-1M: A Large-Scale Real-World LLM Conversation Dataset.Lianmin Zheng, Wei-Lin Chiang, Ying Sheng, Tianle Li, Siyuan Zhuang, Zhanghao Wu, Yonghao Zhuang, Zhuohan Li, Zi Lin, Eric P. Xing, Joseph E. Gonzalez, Ion Stoica, Hao Zhang
2024ICMLChatbot Arena: An Open Platform for Evaluating LLMs by Human Preference.Wei-Lin Chiang, Lianmin Zheng, Ying Sheng, Anastasios Nikolas Angelopoulos, Tianle Li, Dacheng Li, Banghua Zhu, Hao Zhang, Michael I. Jordan, Joseph E. Gonzalez, Ion Stoica
2024NSDICloudcast: High-Throughput, Cost-Aware Overlay Multicast in the Cloud.Sarah Wooders, Shu Liu, Paras Jain, Xiangxi Mo, Joseph E. Gonzalez, Vincent Liu, Ion Stoica
2024OSDIFairness in Serving Large Language Models.Ying Sheng, Shiyi Cao, Dacheng Li, Banghua Zhu, Zhuohan Li, Danyang Zhuo, Joseph E. Gonzalez, Ion Stoica
2024WACVSimple Token-Level Confidence Improves Caption Correctness.Suzanne Petryk, Spencer Whitehead, Joseph E. Gonzalez, Trevor Darrell, Anna Rohrbach, Marcus Rohrbach
2024WACVMultitask Vision-Language Prompt Tuning.Sheng Shen, Shijia Yang, Tianjun Zhang, Bohan Zhai, Joseph E. Gonzalez, Kurt Keutzer, Trevor Darrell
2023ICLRUsing Language to Extend to Unseen Domains.Lisa Dunlap, Clara Mohri, Devin Guillory, Han Zhang, Trevor Darrell, Joseph E. Gonzalez, Aditi Raghunathan, Anna Rohrbach
2023ICLRSpectral Decomposition Representation for Reinforcement Learning.Tongzheng Ren, Tianjun Zhang, Lisa Lee, Joseph E. Gonzalez, Dale Schuurmans, Bo Dai
2023ICLRTEMPERA: Test-Time Prompt Editing via Reinforcement Learning.Tianjun Zhang, Xuezhi Wang, Denny Zhou, Dale Schuurmans, Joseph E. Gonzalez
2023ICMLThe Wisdom of Hindsight Makes Language Models Better Instruction Followers.Tianjun Zhang, Fangchen Liu, Justin Wong, Pieter Abbeel, Joseph E. Gonzalez
2023IROSLeveraging Cloud Computing to Make Autonomous Vehicles Safer.Peter Schafhalter, Sukrit Kalra, Le Xu, Joseph E. Gonzalez, Ion Stoica
2023KDDTest Accuracy vs. Generalization Gap: Model Selection in NLP without Accessing Training or Testing Data.Yaoqing Yang, Ryan Theisen, Liam Hodgkinson, Joseph E. Gonzalez, Kannan Ramchandran, Charles H. Martin, Michael W. Mahoney
2023NSDISkyplane: Optimizing Transfer Cost and Throughput Using Cloud-Aware Overlays.Paras Jain, Sam Kumar, Sarah Wooders, Shishir G. Patil, Joseph E. Gonzalez, Ion Stoica
2023OSDIAlpaServe: Statistical Multiplexing with Model Parallelism for Deep Learning Serving.Zhuohan Li, Lianmin Zheng, Yinmin Zhong, Vincent Liu, Ying Sheng, Xin Jin, Yanping Huang, Zhifeng Chen, Hao Zhang, Joseph E. Gonzalez, Ion Stoica
2023UAIEnergy-based Predictive Representations for Partially Observed Reinforcement Learning.Tianjun Zhang, Tongzheng Ren, Chenjun Xiao, Wenli Xiao, Joseph E. Gonzalez, Dale Schuurmans, Bo Dai
2022CoRLIs Anyone There? Learning a Planner Contingent on Perceptual Uncertainty.Charles Packer, Nicholas Rhinehart, Rowan Thomas McAllister, Matthew A. Wright, Xin Wang, Jeff He, Sergey Levine, Joseph E. Gonzalez
2022DATELearning to Design Accurate Deep Learning Accelerators with Inaccurate Multipliers.Paras Jain, Safeen Huda, Martin Maas, Joseph E. Gonzalez, Ion Stoica, Azalia Mirhoseini
2022EuroSysD3: a dynamic deadline-driven approach for building autonomous vehicles.Ionel Gog, Sukrit Kalra, Peter Schafhalter, Joseph E. Gonzalez, Ion Stoica
2022ICLRData Efficient Language-Supervised Zero-Shot Recognition with Optimal Transport Distillation.Bichen Wu, Ruizhe Cheng, Peizhao Zhang, Tianren Gao, Joseph E. Gonzalez, Peter Vajda
2022ICLRC-Planning: An Automatic Curriculum for Learning Goal-Reaching Tasks.Tianjun Zhang, Benjamin Eysenbach, Ruslan Salakhutdinov, Sergey Levine, Joseph E. Gonzalez
2022IROSAll You Need is LUV: Unsupervised Collection of Labeled Images Using UV-Fluorescent Markings.Brijen Thananjeyan, Justin Kerr, Huang Huang, Joseph E. Gonzalez, Ken Goldberg
2022OSDIAlpa: Automating Inter- and Intra-Operator Parallelism for Distributed Deep Learning.Lianmin Zheng, Zhuohan Li, Hao Zhang, Yonghao Zhuang, Zhifeng Chen, Yanping Huang, Yida Wang, Yuanzhong Xu, Danyang Zhuo, Eric P. Xing, Joseph E. Gonzalez, Ion Stoica
2021CLOUDElastic Hyperparameter Tuning on the Cloud.Lisa Dunlap, Kirthevasan Kandasamy, Ujval Misra, Richard Liaw, Michael I. Jordan, Ion Stoica, Joseph E. Gonzalez
2021CoRLLS3: Latent Space Safe Sets for Long-Horizon Visuomotor Control of Sparse Reward Iterative Tasks.Albert Wilcox, Ashwin Balakrishna, Brijen Thananjeyan, Joseph E. Gonzalez, Ken Goldberg
2021CVPRData-Efficient Language-Supervised Zero-Shot Learning With Self-Distillation.Ruizhe Cheng, Bichen Wu, Peizhao Zhang, Peter Vajda, Joseph E. Gonzalez
2021CVPRFBNetV3: Joint Architecture-Recipe Search Using Predictor Pretraining.Xiaoliang Dai, Alvin Wan, Peizhao Zhang, Bichen Wu, Zijian He, Zhen Wei, Kan Chen, Yuandong Tian, Matthew Yu, Peter Vajda, Joseph E. Gonzalez
2021EuroSysRubberBand: cloud-based hyperparameter tuning.Ujval Misra, Richard Liaw, Lisa Dunlap, Romil Bhardwaj, Kirthevasan Kandasamy, Joseph E. Gonzalez, Ion Stoica, Alexey Tumanov
2021HotOSThe RESTless cloud.Nathan Pemberton, Johann Schleier-Smith, Joseph E. Gonzalez
2021ICCVRobust Object Detection via Instance-Level Temporal Cycle Confusion.Xin Wang, Thomas E. Huang, Benlin Liu, Fisher Yu, Xiaolong Wang, Joseph E. Gonzalez, Trevor Darrell
2021ICLRRemembering for the Right Reasons: Explanations Reduce Catastrophic Forgetting.Sayna Ebrahimi, Suzanne Petryk, Akash Gokul, William Gan, Joseph E. Gonzalez, Marcus Rohrbach, Trevor Darrell
2021ICLRNBDT: Neural-Backed Decision Tree.Alvin Wan, Lisa Dunlap, Daniel Ho, Jihan Yin, Scott Lee, Suzanne Petryk, Sarah Adel Bargal, Joseph E. Gonzalez
2021ICRAServerless Multi-Query Motion Planning for Fog Robotics.Raghav Anand, Jeffrey Ichnowski, Chenggang Wu, Joseph M. Hellerstein, Joseph E. Gonzalez, Ken Goldberg
2021ICRALearning Dense Visual Correspondences in Simulation to Smooth and Fold Real Fabrics.Aditya Ganapathi, Priya Sundaresan, Brijen Thananjeyan, Ashwin Balakrishna, Daniel Seita, Jennifer Grannen, Minho Hwang, Ryan Hoque, Joseph E. Gonzalez, Nawid Jamali, Katsu Yamane, Soshi Iba, Ken Goldberg
2021ICRAPylot: A Modular Platform for Exploring Latency-Accuracy Tradeoffs in Autonomous Vehicles.Ionel Gog, Sukrit Kalra, Peter Schafhalter, Matthew A. Wright, Joseph E. Gonzalez, Ion Stoica
2021ICRAIntermittent Visual Servoing: Efficiently Learning Policies Robust to Instrument Changes for High-precision Surgical Manipulation.Samuel Paradis, Minho Hwang, Brijen Thananjeyan, Jeffrey Ichnowski, Daniel Seita, Danyal Fer, Thomas Low, Joseph E. Gonzalez, Ken Goldberg
2021ICRAContingencies from Observations: Tractable Contingency Planning with Learned Behavior Models.Nicholas Rhinehart, Jeff He, Charles Packer, Matthew A. Wright, Rowan McAllister, Joseph E. Gonzalez, Sergey Levine
2021IROSDisentangling Dense Multi-Cable Knots.Vainavi Viswanath, Jennifer Grannen, Priya Sundaresan, Brijen Thananjeyan, Ashwin Balakrishna, Ellen R. Novoseller, Jeffrey Ichnowski, Michael Laskey, Joseph E. Gonzalez, Ken Goldberg
2021NSDITEGRA: Efficient Ad-Hoc Analytics on Evolving Graphs.Anand Padmanabha Iyer, Qifan Pu, Kishan Patel, Joseph E. Gonzalez, Ion Stoica
2021WAFRABC-LMPC: Safe Sample-Based Learning MPC for Stochastic Nonlinear Dynamical Systems with Adjustable Boundary Conditions.Brijen Thananjeyan, Ashwin Balakrishna, Ugo Rosolia, Joseph E. Gonzalez, Aaron D. Ames, Ken Goldberg
2020CVPRFBNetV2: Differentiable Neural Architecture Search for Spatial and Channel Dimensions.Alvin Wan, Xiaoliang Dai, Peizhao Zhang, Zijian He, Yuandong Tian, Saining Xie, Bichen Wu, Matthew Yu, Tao Xu, Kan Chen, Peter Vajda, Joseph E. Gonzalez
2020EuroSysOblivious coopetitive analytics using hardware enclaves.Ankur Dave, Chester Leung, Raluca Ada Popa, Joseph E. Gonzalez, Ion Stoica
2020EuroSysA fault-tolerance shim for serverless computing.Vikram Sreekanti, Chenggang Wu, Saurav Chhatrapati, Joseph E. Gonzalez, Joseph M. Hellerstein, Jose M. Faleiro
2020ICRAFog Robotics Algorithms for Distributed Motion Planning Using Lambda Serverless Computing.Jeffrey Ichnowski, William Lee, Victor Murta, Samuel Paradis, Ron Alterovitz, Joseph E. Gonzalez, Ion Stoica, Ken Goldberg
2020ICRALearning Rope Manipulation Policies Using Dense Object Descriptors Trained on Synthetic Depth Data.Priya Sundaresan, Jennifer Grannen, Brijen Thananjeyan, Ashwin Balakrishna, Michael Laskey, Kevin Stone, Joseph E. Gonzalez, Ken Goldberg
2020OSDIAnsor: Generating High-Performance Tensor Programs for Deep Learning.Lianmin Zheng, Chengfan Jia, Minmin Sun, Zhao Wu, Cody Hao Yu, Ameer Haj-Ali, Yida Wang, Jun Yang, Danyang Zhuo, Koushik Sen, Joseph E. Gonzalez, Ion Stoica
2019CLOUDHyperSched: Dynamic Resource Reallocation for Model Development on a Deadline.Richard Liaw, Romil Bhardwaj, Lisa Dunlap, Yitian Zou, Joseph E. Gonzalez, Ion Stoica, Alexey Tumanov
2019CoRLOn-Policy Robot Imitation Learning from a Converging Supervisor.Ashwin Balakrishna, Brijen Thananjeyan, Jonathan Lee, Felix Li, Arsh Zahed, Joseph E. Gonzalez, Ken Goldberg
2019CVPRAccel: A Corrective Fusion Network for Efficient Semantic Segmentation on Video.Samvit Jain, Xin Wang, Joseph E. Gonzalez
2019CVPRTAFE-Net: Task-Aware Feature Embeddings for Low Shot Learning.Xin Wang, Fisher Yu, Ruth Wang, Trevor Darrell, Joseph E. Gonzalez
2019ICRAA Fog Robotics Approach to Deep Robot Learning: Application to Object Recognition and Grasp Planning in Surface Decluttering.Ajay Kumar Tanwani, Nitesh Mor, John Kubiatowicz, Joseph E. Gonzalez, Ken Goldberg
2019UAIDeep Mixture of Experts via Shallow Embedding.Xin Wang, Fisher Yu, Lisa Dunlap, Yi-An Ma, Ruth Wang, Azalia Mirhoseini, Trevor Darrell, Joseph E. Gonzalez
2019SIGCOMMContextual Multi-Armed Bandits for Link Adaptation in Cellular Networks.Vidit Saxena, Joakim Jaldn, Joseph E. Gonzalez, Mats Bengtsson, Hugo M. Tullberg, Ion Stoica
2019SPHelen: Maliciously Secure Coopetitive Learning for Linear Models.Wenting Zheng, Raluca Ada Popa, Joseph E. Gonzalez, Ion Stoica
2018ECCVFast Semantic Segmentation on Video Using Block Motion-Based Feature Interpolation.Samvit Jain, Joseph E. Gonzalez
2018ECCVSkipNet: Learning Dynamic Routing in Convolutional Networks.Xin Wang, Fisher Yu, Zi-Yi Dou, Trevor Darrell, Joseph E. Gonzalez
2018UAIIDK Cascades: Fast Deep Learning by Learning not to Overthink.Xin Wang, Yujia Luo, Daniel Crankshaw, Alexey Tumanov, Fisher Yu, Joseph E. Gonzalez
2017CIDRGround: A Data Context Service.Joseph M. Hellerstein, Vikram Sreekanti, Joseph E. Gonzalez, James Dalton, Akon Dey, Sreyashi Nag, Krishna Ramachandran, Sudhanshu Arora, Arka Bhattacharyya, Shirshanka Das, Mark Donsky, Gabriel Fierro, Chang She, Carl Steinbach, Venkat Subramanian, Eric Sun
2017CLOUDSelecting theNeeraja Jayant Yadwadkar, Bharath Hariharan, Joseph E. Gonzalez, Burton Smith, Randy H. Katz
2017NSDIClipper: A Low-Latency Online Prediction Serving System.Daniel Crankshaw, Xin Wang, Giulio Zhou, Michael J. Franklin, Joseph E. Gonzalez, Ion Stoica
2017NSDIOpaque: An Oblivious and Encrypted Distributed Analytics Platform.Wenting Zheng, Ankur Dave, Jethro G. Beekman, Raluca Ada Popa, Joseph E. Gonzalez, Ion Stoica
2015CIDRThe Missing Piece in Complex Analytics: Low Latency, Scalable Model Management and Serving with Velox.Daniel Crankshaw, Peter Bailis, Joseph E. Gonzalez, Haoyuan Li, Zhao Zhang, Michael J. Franklin, Ali Ghodsi, Michael I. Jordan
2014OSDIGraphX: Graph Processing in a Distributed Dataflow Framework.Joseph E. Gonzalez, Reynold S. Xin, Ankur Dave, Daniel Crankshaw, Michael J. Franklin, Ion Stoica
2014WWWFrom graphs to tables the design of scalable systems for graph analytics.Joseph E. Gonzalez
2013ICDMMLI: An API for Distributed Machine Learning.Evan Randall Sparks, Ameet Talwalkar, Virginia Smith, Jey Kottalam, Xinghao Pan, Joseph E. Gonzalez, Michael J. Franklin, Michael I. Jordan, Tim Kraska
2013SIGMODGraphX: a resilient distributed graph system on Spark.Reynold S. Xin, Joseph E. Gonzalez, Michael J. Franklin, Ion Stoica
2012OSDIPowerGraph: Distributed Graph-Parallel Computation on Natural Graphs.Joseph E. Gonzalez, Yucheng Low, Haijie Gu, Danny Bickson, Carlos Guestrin