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Electronic Colloquium on Computational Complexity

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REPORTS > AUTHORS > ZHAO SONG:
All reports by Author Zhao Song:

TR26-216 | 26th September 2026
Zhao Song

Matrix Hoeffding and Bernstein Bounds with Sharp Constants for Markov Chains

Matrix concentration for Markov chains was initiated in the expander-walk setting by Garg, Lee, Song, and Srivastava'18 [GLSS18]. However, the constant obtained in [GLSS18] is quite loose, and it is natural to ask whether a tighter proof can yield the same constant as in the independent matrix concentration setting. In ... more >>>


TR26-199 | 16th August 2026
Zhao Song

Parallel Repetition for Entangled Games with Gap Exponent Three

We prove that every finite two-player game $G$ with entangled value $\omega^*(G)=1-\epsilon$ satisfies
\[
\omega^*(G^{\otimes n})
\le\exp(-\Omega(\frac{\epsilon^3}{\epsilon+ \ell }n))
\]
for every $n\ge1$, where $\ell:=\log(|A| |B|)$, and $A$ and $B$ are the answer alphabets. Compared with Chapter 6 of the OpenAI report [Ope26], this improves the gap exponent from thirteen ... more >>>


TR26-148 | 5th August 2026
Zhao Song

An Output-Size-Optimal Algorithmic Balog–Szemerédi–Gowers Theorem

We give a randomized algorithmic version of the Balog--Szemer\'edi--Gowers theorem for sets of integers. Let $A\subseteq[N]$ have size $n:=|A|\geq2$, let $1\leq K\leq n$, and suppose that its additive energy satisfies $E(A)\geq n^3/K$. Reiher and Schoen proved existentially that, for every fixed $\epsilon \in (0,1/2)$, there is a subset $A'\subseteq A$ ... more >>>


TR22-161 | 9th November 2022
Lijie Chen, Gillat Kol, Dmitry Paramonov, Raghuvansh Saxena, Zhao Song, Huacheng Yu

Towards Multi-Pass Streaming Lower Bounds for Optimal Approximation of Max-Cut

We consider the Max-Cut problem, asking how much space is needed by a streaming algorithm in order to estimate the value of the maximum cut in a graph. This problem has been extensively studied over the last decade, and we now have a near-optimal lower bound for one-pass streaming algorithms, ... more >>>


TR21-027 | 24th February 2021
Lijie Chen, Gillat Kol, Dmitry Paramonov, Raghuvansh Saxena, Zhao Song, Huacheng Yu

Almost Optimal Super-Constant-Pass Streaming Lower Bounds for Reachability

We give an almost quadratic $n^{2-o(1)}$ lower bound on the space consumption of any $o(\sqrt{\log n})$-pass streaming algorithm solving the (directed) $s$-$t$ reachability problem. This means that any such algorithm must essentially store the entire graph. As corollaries, we obtain almost quadratic space lower bounds for additional fundamental problems, including ... more >>>




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