Clipper: A Low-Latency Online Prediction Serving System. - Daniel Crankshaw; Xin Wang 066; Giulio Zhou; Michael J. Franklin; Joseph E. Gonzalez; Ion Stoica (NSDI, 2017)

EDF: Ensemble, Distill, and Fuse for Easy Video Labeling. - Giulio Zhou; Subramanya Dulloor; David G. Andersen; Michael Kaminsky (CoRR, 2018)

Scaling Video Analytics on Constrained Edge Nodes. - Christopher Canel; Thomas Kim; Giulio Zhou; Conglong Li; Hyeontaek Lim; David G. Andersen; Michael Kaminsky; Subramanya Dulloor (SysML, 2019)

Accelerating Deep Learning by Focusing on the Biggest Losers. - 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 (CoRR, 2019)

Generating Safe Diversity in NLG via Imitation Learning. - Giulio Zhou; Gerasimos Lampouras (CoRR, 2020)

Generalising Multilingual Concept-to-Text NLG with Language Agnostic Delexicalisation. - Giulio Zhou; Gerasimos Lampouras (ACL/IJCNLP (1), 2021)

Multi-Vector Attention Models for Deep Re-ranking. - Giulio Zhou; Jacob Devlin (EMNLP (1), 2021)

Informed Sampling for Diversity in Concept-to-Text NLG. - Giulio Zhou; Gerasimos Lampouras (EMNLP (Findings), 2021)

Learning on Distributed Traces for Data Center Storage Systems. - Giulio Zhou; Martin Maas 001 (MLSys, 2021)

Hierarchical Recurrent Aggregative Generation for Few-Shot NLG. - Giulio Zhou; Gerasimos Lampouras; Ignacio Iacobacci (ACL (Findings), 2022)

A Field Test of Bandit Algorithms for Recommendations: Understanding the Validity of Assumptions on Human Preferences in Multi-armed Bandits. - Liu Leqi; Giulio Zhou; Fatma Kilinç-Karzan; Zachary C. Lipton; Alan L. Montgomery (CHI, 2023)

Prosody in Cascade and Direct Speech-to-Text Translation: a case study on Korean Wh-Phrases. - Giulio Zhou; Tsz Kin Lam; Alexandra Birch; Barry Haddow (EACL (Findings), 2024)

Semantics and Sentiment: Cross-lingual Variations in Emoji Use. - Giulio Zhou; Sydelle De Souza; Ella Markham; Oghenetekevwe Kwakpovwe; Sumin Zhao (EMNLP, 2024)

Building reliable and transparent machine learning systems using structured intermediate representations - Giulio Zhou (2024)

Constitutional Classifiers: Defending against Universal Jailbreaks across Thousands of Hours of Red Teaming. - Mrinank Sharma; Meg Tong; Jesse Mu; Jerry Wei; Jorrit Kruthoff; Scott Goodfriend; Euan Ong; Alwin Peng; Raj Agarwal; Cem Anil; Amanda Askell; Nathan Bailey; et al. (CoRR, 2025)

The Prosody of Emojis. - Giulio Zhou; Tsz Kin Lam; Alexandra Birch; Barry Haddow (CoRR, 2025)