Joseph Gonzalez
Associate Professor
Builds systems for machine learning, including model serving, LLM inference and agentic systems.
Joseph Gonzalez's lab at UC Berkeley works on efficient training & inference. 12 papers since 2023, 11 at top venues, mostly ICML and ICLR. 16 PhD students. 35 alumni, most often to CEO & co-founder and Amazon. Applications close .
At a glance
- papers, 2023–2026
- 3/ year
- at T1 venues
- 92%
- PhD students
- 16
- MS students
- 0
- alumni listed
- 35
Papers by yearfrom the lab homepage, 2023–2026
- 12 papers2026 · T1 11 · collecting
- 0 papers2025 · T1 0
- 0 papers2024 · T1 0
- 0 papers2023 · T1 0
T1 venuesOtherVenues: ICML, ICLR, NSDI
Research focuspaper titles that use each topic's words
- Efficient training & inference1 paper
- agentic systems0 papers
- model serving0 papers
- llm inference0 papers
- builds systems0 papers
Paper list
From the lab homepage.
202612 papers
- ICML (T1)Are Large Reasoning Models Interruptible? (opens in a new tab)
- NSDI (T1)Autellix: An Efficient Serving Engine for LLM Agents as General Programs (opens in a new tab)
- ICML (T1)Characterizing Agents in Production (opens in a new tab)
- ICML (T1)ConServe: Fine-Grained GPU Harvesting for LLM Online and Offline Co-Serving (opens in a new tab)
- ICML (T1)FrontierCS: Evolving Challenges for Evolving Intelligence (opens in a new tab)
- ICML (T1)How to Train Your Advisor: Steering Black-Box LLMs with Advisor Models (opens in a new tab)
- ICML (T1)MFCL Audio: An Audio Function Calling Evaluation for Large Language Models (opens in a new tab)
- ICLR (T1)Search Arena: Analyzing Search-Augmented LLMs (opens in a new tab)
- ICLR (T1)SLA: Beyond Sparsity in Diffusion Transformers via Fine-Tunable Sparse-Linear Attention (opens in a new tab)
- CIDRSupporting Our AI Overlords: Redesigning Data Systems to Be Agent-First (opens in a new tab)
- ICLR (T1)vAttention: Verified Sparse Attention via Sampling (opens in a new tab)
- ICLR (T1)vCache: Verified Semantic Prompt Caching (opens in a new tab)
Where alumni went35 listed, 79% to industry
Industry 19Academia 5
Most often to
- CEO & co-founder
- Amazon
Also to
- Georgia Tech
- Tsinghua University
- UCLA
Apply to UC BerkeleyFall 2027
UC Berkeley EECS Computer Science PhD
- Round
- Single round
- Opens
- —
- GRE
- not required
- English
- TOEFL/IELTS (non-English-country degrees)
- Fee
- See program page
Confirmed on the program page.
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Your notes
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Data
Checked against the lab homepage.
- Collected
- Verified
- Papers
- The lab homepage
- Members
- Lab homepage
- Alumni
- Lab homepage
Tiers are venue classifications, not lab rankings.
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