Qijia Jiang

Hello and Welcome! I am a postdoc at UT Austin with Rachel Ward, having research interests in optimization, signal processing and statistics. In the previous chapter of my life, I got a PhD in Electrical Engineering from Stanford under Emmanuel Candès in 2021. Even earlier I spent four wonderful years at Rice University, graduated with two bachelors (in Electrical Engineering + Statistics) with a minor in Applied Math in 2015 and a lovely summer at EPFL before grad school.

Research

• Subgradient Descent Learns Orthogonal Dictionaries, ICLR '19.
with Yu Bai, Ju Sun
• Near-Optimal Method For Highly Smooth Convex Optimization, COLT '19.
with Sébastien Bubeck, Yin Tat Lee, Yuanzhi Li, Aaron Sidford
• Complexity of Highly Parallel Non-Smooth Convex Optimization, NeurIPS '19 (Spotlight Presentation).
with Sébastien Bubeck, Yin Tat Lee, Yuanzhi Li, Aaron Sidford
• Optimizing Black-box Metrics with Adaptive Surrogates, ICML '20 (work done while intern@Google Research).
with Oliver Adigun, Hari Narasimhan, Mahdi Milani Fard, Maya Gupta
• Acceleration with a Ball Optimization Oracle, NeurIPS '20 (Oral Presentation).
with Yair Carmon, Arun Jambulapati, Yujia Jin, Yin Tat Lee, Aaron Sidford, Kevin Tian
• Learning the Truth from Only One Side of the Story, AISTATS '21.
with Heinrich Jiang, Aldo Pacchiano
• Randomized Alternating Direction Methods for Efficient Distributed Optimization.
with Emmanuel Candès, Mert Pilanci
• Mirror Langevin Monte Carlo: the Case Under Isoperimetry, NeurIPS '21.
• Near-Isometric Properties of Kronecker-Structured Random Tensor Embeddings.
• Obsessed with sampling, and its mysterious connection to {Gradient Flow, PDE, Probability, Physics}

Teaching & Mentorship

I had fun TAing for High-dimensional Statistics, Convex Optimization, Machine Learning classes in the past, and serving as a technical mentor for the Data Science for Social Good program at Stanford. I quite enjoy applications of statistics and algorithmic tools for answering social science questions.

Contact Me

Feel free to email me at qjiang2 AT alumni DOT stanford DOT edu. Off research, you will most likely find me lost in books, art or nature.

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