Unsupervised Cipher Cracking Using Discrete GANs. - Aidan N. Gomez; Sicong Huang 001; Ivan Zhang; Bryan M. Li; Muhammad Osama; Lukasz Kaiser (ICLR (Poster), 2018)

TimbreTron: A WaveNet(CycleGAN(CQT(Audio))) Pipeline for Musical Timbre Transfer. - Sicong Huang 001; Qiyang Li; Cem Anil; Xuchan Bao; Sageev Oore; Roger B. Grosse (ICLR (Poster), 2019)

RL: Generic reinforcement learning codebase in TensorFlow. - Bryan M. Li; Alexander I. Cowen-Rivers; Piotr Kozakowski; David Tao; Siddhartha Kamalakara; Nitarshan Rajkumar; Hariharan Sezhiyan; Sicong Huang 001; Aidan N. Gomez (J. Open Source Softw., 2019)

Evaluating Lossy Compression Rates of Deep Generative Models. - Sicong Huang 001; Alireza Makhzani; Yanshuai Cao; Roger B. Grosse (ICML, 2020)

Improving Mutual Information Estimation with Annealed and Energy-Based Bounds. - Rob Brekelmans; Sicong Huang 001; Marzyeh Ghassemi; Greg Ver Steeg; Roger Baker Grosse; Alireza Makhzani (ICLR, 2022)

ED-FAITH: Evaluating Dialogue Summarization on Faithfulness. - Sicong Huang 001; Asli Celikyilmaz; Haoran Li 007 (CoRR, 2022)

Efficient Parametric Approximations of Neural Network Function Space Distance. - Nikita Dhawan; Sicong Huang 001; Juhan Bae; Roger Baker Grosse (ICML, 2023)

Impact of Undergraduate Research Workshops on Sense of Belonging and Self-Efficacy based on Gender and Race. - Sadia Sharmin; Sicong Huang 001; Robert Soden (Koli Calling, 2023)

Inverse Scaling: When Bigger Isn't Better. - Ian R. McKenzie; Alexander Lyzhov; Michael Pieler; Alicia Parrish; Aaron Mueller; Ameya Prabhu; Euan McLean; Aaron Kirtland; Alexis Ross; Alisa Liu; Andrew Gritsevskiy; Daniel Wurgaft; et al. (Trans. Mach. Learn. Res., 2023)

Exploring Student Motivation in Integration of Soft Skills Training within Three Levels of Computer Science Programs. - En-Shiun Annie Lee; Luki Danukarjanto; Sadia Sharmin; Shou-Yi Hung; Sicong Huang 001; Tong Su (SIGCSE (1), 2024)

Rethinking Test-time Likelihood: The Likelihood Path Principle and Its Application to OOD Detection. - Sicong Huang 001; Jiawei He; Kry Yik Chau Lui (CoRR, 2024)

HypoBench: Towards Systematic and Principled Benchmarking for Hypothesis Generation. - Haokun Liu; Sicong Huang 001; Jingyu Hu; Yangqiaoyu Zhou; Chenhao Tan (CoRR, 2025)