Giulio Zhou

22 papers A* 2Misc 1Journal 11Unranked 7
YearRankTypeTitle / Venue / Authors
2026 J jnl
Constitutional Classifiers++: Efficient Production-Grade Defenses against Universal Jailbreaks.
CoRR
Hoagy Cunningham, Jerry Wei, Zihan Wang, Andrew Persic, Alwin Peng, Jordan Abderrachid, Raj Agarwal, Bobby Chen, Austin Cohen, Andy Dau, Alek Dimitriev, Rob Gilson, Logan Howard, Yijin Hua, Jared Kaplan, Jan Leike, Mu Lin, Christopher Liu, Vladimir Mikulik, Rohit Mittapalli, Clare O'Hara, Jin Pan, Nikhil Saxena, Alex Silverstein, Yue Song, Xunjie Yu, Giulio Zhou, Ethan Perez, Mrinank Sharma
2025 J jnl
Constitutional Classifiers: Defending against Universal Jailbreaks across Thousands of Hours of Red Teaming.
CoRR
Mrinank Sharma, Meg Tong, Jesse Mu, Jerry Wei, Jorrit Kruthoff, Scott Goodfriend, Euan Ong, Alwin Peng, Raj Agarwal, Cem Anil, Amanda Askell, Nathan Bailey, Joe Benton, Emma Bluemke, Samuel R. Bowman, Eric Christiansen, Hoagy Cunningham, Andy Dau, Anjali Gopal, Rob Gilson, Logan Graham, Logan Howard, Nimit Kalra, Taesung Lee, Kevin Lin, Peter Lofgren, Francesco Mosconi, Clare O'Hara, Catherine Olsson, Linda Petrini, Samir Rajani, Nikhil Saxena, Alex Silverstein, Tanya Singh, Theodore R. Sumers, Leonard Tang, Kevin K. Troy, Constantin Weisser, Ruiqi Zhong, Giulio Zhou, Jan Leike, Jared Kaplan, Ethan Perez
2025 J jnl
The Prosody of Emojis.
CoRR
Giulio Zhou, Tsz Kin Lam, Alexandra Birch, Barry Haddow
2024 — —
Building reliable and transparent machine learning systems using structured intermediate representations
Giulio Zhou
2024 — conf
Prosody in Cascade and Direct Speech-to-Text Translation: a case study on Korean Wh-Phrases.
EACL (Findings)
Giulio Zhou, Tsz Kin Lam, Alexandra Birch, Barry Haddow
2024 J jnl
Prosody in Cascade and Direct Speech-to-Text Translation: a case study on Korean Wh-Phrases.
CoRR
Giulio Zhou, Tsz Kin Lam, Alexandra Birch, Barry Haddow
2024 A* conf
Semantics and Sentiment: Cross-lingual Variations in Emoji Use.
EMNLP
Giulio Zhou, Sydelle de Souza, Ella Markham, Oghenetekevwe Kwakpovwe, Sumin Zhao
2023 A* conf
A Field Test of Bandit Algorithms for Recommendations: Understanding the Validity of Assumptions on Human Preferences in Multi-armed Bandits.
CHI
Liu Leqi, Giulio Zhou, Fatma Kilinç-Karzan, Zachary C. Lipton, Alan L. Montgomery
2023 J jnl
A Field Test of Bandit Algorithms for Recommendations: Understanding the Validity of Assumptions on Human Preferences in Multi-armed Bandits.
CoRR
Liu Leqi, Giulio Zhou, Fatma Kilinç-Karzan, Zachary C. Lipton, Alan L. Montgomery
2022 — conf
Hierarchical Recurrent Aggregative Generation for Few-Shot NLG.
ACL (Findings)
Giulio Zhou, Gerasimos Lampouras, Ignacio Iacobacci
2021 — conf
Generalising Multilingual Concept-to-Text NLG with Language Agnostic Delexicalisation.
ACL/IJCNLP (1)
Giulio Zhou, Gerasimos Lampouras
2021 J jnl
Generalising Multilingual Concept-to-Text NLG with Language Agnostic Delexicalisation.
CoRR
Giulio Zhou, Gerasimos Lampouras
2021 — conf
Informed Sampling for Diversity in Concept-to-Text NLG.
EMNLP (Findings)
Giulio Zhou, Gerasimos Lampouras
2021 — conf
Learning on Distributed Traces for Data Center Storage Systems.
MLSys
Giulio Zhou, Martin Maas
2021 — conf
Multi-Vector Attention Models for Deep Re-ranking.
EMNLP (1)
Giulio Zhou, Jacob Devlin
2020 J jnl
Generating Safe Diversity in NLG via Imitation Learning.
CoRR
Giulio Zhou, Gerasimos Lampouras
2019 J jnl
Accelerating Deep Learning by Focusing on the Biggest Losers.
CoRR
Angela H. Jiang, Daniel L.-K. Wong, Giulio Zhou, David G. Andersen, Jeffrey Dean, Gregory R. Ganger, Gauri Joshi, Michael Kaminsky, Michael Kozuch, Zachary C. Lipton, Padmanabhan Pillai
2019 — conf
Scaling Video Analytics on Constrained Edge Nodes.
SysML
Christopher Canel, Thomas Kim, Giulio Zhou, Conglong Li, Hyeontaek Lim, David G. Andersen, Michael Kaminsky, Subramanya Dulloor
2019 J jnl
Scaling Video Analytics on Constrained Edge Nodes.
CoRR
Christopher Canel, Thomas Kim, Giulio Zhou, Conglong Li, Hyeontaek Lim, David G. Andersen, Michael Kaminsky, Subramanya R. Dulloor
2018 J jnl
EDF: Ensemble, Distill, and Fuse for Easy Video Labeling.
CoRR
Giulio Zhou, Subramanya Dulloor, David G. Andersen, Michael Kaminsky
2017 Misc conf
Clipper: A Low-Latency Online Prediction Serving System.
NSDI
Daniel Crankshaw, Xin Wang, Giulio Zhou, Michael J. Franklin, Joseph E. Gonzalez, Ion Stoica
2016 J jnl
Clipper: A Low-Latency Online Prediction Serving System.
CoRR
Daniel Crankshaw, Xin Wang, Giulio Zhou, Michael J. Franklin, Joseph E. Gonzalez, Ion Stoica