JG
Joseph E. Gonzalez
cs.LGcs.AIcs.CVcs.DCcs.CLstat.MLcs.ROcs.DBcs.SEcs.NE
On Valency
published · living versionsW_twun7uez·v1 · currentpublished
The Missing Piece in Complex Analytics: Low Latency, Scalable Model Management and Serving with Velox
with Daniel Crankshaw, Peter Bailis, Haoyuan Li, Zhao Zhang +3
1 version
Preprints & journals
220 papers in the corpus · 2010–2026Investigating the behavior of diffusion models for accelerating electronic structure calculations.39183908 · Rothchild, Daniel, Rosen, Andrew S, Taw, Eric et al.2026 · 1 citationChemical science. 2024;15(33):13506-13522
ParaStudent: Closing the Sim2Real Gap in User Simulators for AI Tutor Evaluation2507.12674v3 · Rose Niousha, Mihran Miroyan, Abigail O'Neill et al.2025 · 0 citationsarXiv
CoVA-SFT: A Large-Scale Dataset for Chain of Visual Abstractions2608.28958v1 · Tsung-Han Wu, Heekyung Lee, Anya Ji et al.2026 · 0 citationsarXiv
Fantastic Adaptive Taxonomies and How to Use Them2607.16387v2 · Mert Cemri, Andrei Cojocaru, Melissa Pan et al.2026 · 0 citationsarXiv
SVG-EAR: Parameter-Free Linear Compensation for Sparse Video Generation via Error-aware Routing2603.08982v2 · Xuanyi Zhou, Qiuyang Mang, Shuo Yang et al.2026 · 0 citationsarXiv
PIXELRAG: Web Screenshots Beat Text for Retrieval-Augmented Generation2606.28344v1 · Yichuan Wang, Zhifei Li, Zirui Wang et al.2026 · 0 citationsarXiv
Continual Learning Bench: Evaluating Frontier AI Systems in Real-World Stateful Environments2606.05661v1 · Parth Asawa, Christopher M. Glaze, Gabriel Orlanski et al.2026 · 0 citationsarXiv
Stateful Visual Encoders for Vision-Language Models2606.04433v1 · Zirui Wang, Junwei Yu, Adam Yala et al.2026 · 0 citationsarXiv
Are Large Reasoning Models Interruptible?2510.11713v4 · Tsung-Han Wu, Mihran Miroyan, David M. Chan et al.2025 · 0 citationsarXiv
vAttention: Verified Sparse Attention2510.05688v2 · Aditya Desai, Kumar Krishna Agrawal, Shuo Yang et al.2025 · 0 citationsProceedings of the International Conference on Learning Representations (ICLR), 2026
Inference Time Context Sparsity: Illusion or Opportunity?2605.24168v1 · Sahil Joshi, Prithvi Dixit, Agniva Chowdhury et al.2026 · 0 citationsarXiv
optimize_anything: A Universal API for Optimizing any Text Parameter2605.19633v1 · Lakshya A Agrawal, Donghyun Lee, Shangyin Tan et al.2026 · 1 citationProceedings of the ACM Conference on AI and Agentic Systems (CAIS 26), May 26-29, 2026, San Jose, CA, USA
How to Train Your Advisor: Steering Black-Box LLMs with Advisor Models2510.02453v3 · Parth Asawa, Alan Zhu, Abigail O'Neill et al.2025 · 1 citationarXiv
Learning, Fast and Slow: Towards LLMs That Adapt Continually2605.12484v2 · Rishabh Tiwari, Kusha Sareen, Lakshya A Agrawal et al.2026 · 0 citationsarXiv
FrontierSmith: Synthesizing Open-Ended Coding Problems at Scale2605.14445v1 · Runyuan He, Qiuyang Mang, Shang Zhou et al.2026 · 0 citationsarXiv
Concurrency without Model Changes: Future-based Asynchronous Function Calling for LLMs2605.15077v1 · Guangyu Feng, Huanzhi Mao, Prabal Dutta et al.2026 · 0 citationsarXiv
Search Arena: Analyzing Search-Augmented LLMs2506.05334v2 · Mihran Miroyan, Tsung-Han Wu, Logan King et al.2025 · 1 citationarXiv
SageBwd: A Trainable Low-bit Attention2603.02170v1 · Jintao Zhang, Marco Chen, Haoxu Wang et al.2026 · 0 citationsarXiv
K-Search: LLM Kernel Generation via Co-Evolving Intrinsic World Model2602.19128v2 · Shiyi Cao, Ziming Mao, Joseph E. Gonzalez et al.2026 · 0 citationsarXiv
vCache: Verified Semantic Prompt Caching2502.03771v5 · Luis Gaspar Schroeder, Aditya Desai, Alejandro Cuadron et al.2025 · 0 citationsarXiv
SLA2: Sparse-Linear Attention with Learnable Routing and QAT2602.12675v1 · Jintao Zhang, Haoxu Wang, Kai Jiang et al.2026 · 0 citationsarXiv
TURBO: Utility-Aware Bandwidth Allocation for Cloud-Augmented Autonomous Control2503.20127v2 · Peter Schafhalter, Alexander Krentsel, Hongbo Wei et al.2025 · 15 citationsarXiv
VisGym: Diverse, Customizable, Scalable Environments for Multimodal Agents2601.16973v1 · Zirui Wang, Junyi Zhang, Jiaxin Ge et al.2026 · 0 citationsarXiv
TurboDiffusion: Accelerating Video Diffusion Models by 100-200 Times2512.16093v1 · Jintao Zhang, Kaiwen Zheng, Kai Jiang et al.2025 · 0 citationsarXiv
Supporting Our AI Overlords: Redesigning Data Systems to be Agent-First2509.00997v2 · Shu Liu, Soujanya Ponnapalli, Shreya Shankar et al.2025 · 2 citationsarXiv
LEANN: A Low-Storage Vector Index2506.08276v2 · Yichuan Wang, Zhifei Li, Shu Liu et al.2025 · 0 citationsarXiv
SkyRL-Agent: Efficient RL Training for Multi-turn LLM Agent2511.16108v1 · Shiyi Cao, Dacheng Li, Fangzhou Zhao et al.2025 · 0 citationsarXiv
Generate, but Verify: Reducing Hallucination in Vision-Language Models with Retrospective Resampling2504.13169v3 · Tsung-Han Wu, Heekyung Lee, Jiaxin Ge et al.2025 · 2 citationsarXiv
Discovering Divergent Representations between Text-to-Image Models2509.08940v1 · Lisa Dunlap, Joseph E. Gonzalez, Trevor Darrell et al.2025 · 0 citationsarXiv
Towards Efficient and Practical GPU Multitasking in the Era of LLM2508.08448v1 · Jiarong Xing, Yifan Qiao, Simon Mo et al.2025 · 0 citationsarXiv
CLAIR-A: Leveraging Large Language Models to Judge Audio Captions2409.12962v2 · Tsung-Han Wu, Joseph E. Gonzalez, Trevor Darrell et al.2024 · 1 citationarXiv
HashAttention: Semantic Sparsity for Faster Inference2412.14468v2 · Aditya Desai, Shuo Yang, Alejandro Cuadron et al.2024 · 1 citationarXiv
BARE: Leveraging Base Language Models for Few-Shot Synthetic Data Generation2502.01697v3 · Alan Zhu, Parth Asawa, Jared Quincy Davis et al.2025 · 0 citationsarXiv
VibeCheck: Discover and Quantify Qualitative Differences in Large Language Models2410.12851v7 · Lisa Dunlap, Krishna Mandal, Trevor Darrell et al.2024 · 0 citationsarXiv
Sleep-time Compute: Beyond Inference Scaling at Test-time2504.13171v1 · Kevin Lin, Charlie Snell, Yu Wang et al.2025 · 0 citationsarXiv
Optimizing LLM Queries in Relational Data Analytics Workloads2403.05821v2 · Shu Liu, Asim Biswal, Amog Kamsetty et al.2024 · 6 citationsarXiv
VisionArena: 230K Real World User-VLM Conversations with Preference Labels2412.08687v3 · Christopher Chou, Lisa Dunlap, Koki Mashita et al.2024 · 2 citationsarXiv
Visual Haystacks: A Vision-Centric Needle-In-A-Haystack Benchmark2407.13766v4 · Tsung-Han Wu, Giscard Biamby, Jerome Quenum et al.2024 · 1 citationarXiv
SkyStore: Cost-Optimized Object Storage Across Regions and Clouds2502.20818v1 · Shu Liu, Xiangxi Mo, Moshik Hershcovitch et al.2025 · 3 citationsarXiv
SuperCorrect: Advancing Small LLM Reasoning with Thought Template Distillation and Self-Correction2410.09008v3 · Ling Yang, Zhaochen Yu, Tianjun Zhang et al.2024 · 1 citationarXiv
RouteLLM: Learning to Route LLMs with Preference Data2406.18665v4 · Isaac Ong, Amjad Almahairi, Vincent Wu et al.2024 · 8 citationsarXiv
S*: Test Time Scaling for Code Generation2502.14382v1 · Dacheng Li, Shiyi Cao, Chengkun Cao et al.2025 · 4 citationsarXiv
Autellix: An Efficient Serving Engine for LLM Agents as General Programs2502.13965v1 · Michael Luo, Xiaoxiang Shi, Colin Cai et al.2025 · 1 citationarXiv
LLMs Can Easily Learn to Reason from Demonstrations Structure, not content, is what matters!2502.07374v2 · Dacheng Li, Shiyi Cao, Tyler Griggs et al.2025 · 0 citationsarXiv
The Danger of Overthinking: Examining the Reasoning-Action Dilemma in Agentic Tasks2502.08235v1 · Alejandro Cuadron, Dacheng Li, Wenjie Ma et al.2025 · 1 citationarXiv
Locality-aware Fair Scheduling in LLM Serving2501.14312v1 · Shiyi Cao, Yichuan Wang, Ziming Mao et al.2025 · 0 citationsarXiv
Specifications: The missing link to making the development of LLM systems an engineering discipline2412.05299v2 · Ion Stoica, Matei Zaharia, Joseph Gonzalez et al.2024 · 2 citationsarXiv
MoE-Lightning: High-Throughput MoE Inference on Memory-constrained GPUs2411.11217v1 · Shiyi Cao, Shu Liu, Tyler Griggs et al.2024 · 1 citationarXiv
Synthetic Programming Elicitation for Text-to-Code in Very Low-Resource Programming and Formal Languages2406.03636v4 · Federico Mora, Justin Wong, Haley Lepe et al.2024 · 1 citationarXiv
Multiversion Hindsight Logging for Continuous Training2310.07898v4 · Rolando Garcia, Anusha Dandamudi, Gabriel Matute et al.2023 · 0 citationsarXiv
Career total: 360 works. 220 are in this corpus.Showing the 50 most recent.
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