Publications

A searchable publication list with local PDFs where possible.

Papers coauthored with Amir Goharshady follow the theoretical computer science convention of alphabetical author order.

Browse 13 papers by year, venue, and tag.

Showing 13 of 13 publications

PODC 2026Accepted

Brief Announcement: Delay-Optimal Transaction Order Fairness

Zhuo CaiαA. Goharshadyαα Alphabetical order

ACM Symposium on Principles of Distributed Computing · 2026

This paper presents a new relaxation of transaction order fairness concept, by requiring pairwise precedence only if the two transactions are received significantly apart in time. We also characterize its feasible parameters.

transaction orderingfairnessdistributed systemsconsensusMEV
CCS 2026Accepted

Rogue: Updatable Matrix Lookup Arguments and Applications to Verifiable Databases

C. PappasZhuo CaiD. Papadopoulos

ACM SIGSAC Conference on Computer and Communications Security · 2026

To appear.

Rogue develops updatable matrix lookup arguments and studies how they can be used to support verifiable database applications, with an emphasis on proof-system expressiveness and efficient update handling.

zero-knowledge proofslookup argumentsverifiable databases
IEEE DAPPS 2026Published

LockFee: Refundable Transaction Admission via Time-Locked Collateral

J. BallwegαT. BarakbayevaαZhuo CaiαA. Goharshadyαα Alphabetical order

IEEE International Conference on Decentralized Applications and Infrastructures · 2026

Alphabetical author order with Amir Goharshady.

We present LockFee, a principal-preserving admission primitive in which each accepted transaction locks collateral for a fixed duration and recovers the principal in full afterward; users bear only the opportunity cost of locked capital.

transaction fee mechanismblockchain economicsincentive designMEVdecentralization
IEEE DAPPS 2026Published

Proof of Election: A Formally-Verified Democratic Blockchain Protocol

Zhuo CaiαA. Goharshadyαα Alphabetical order

IEEE International Conference on Decentralized Applications and Infrastructures · 2026

Alphabetical author order with Amir Goharshady.

We present Proof-of-Election, a new blockchain consensus protocol that mimics real-world democratic elections, to vote based on block contents rather than blindly trust proposers, and only admit the highest voted block in each slot.

blockchain consensusblockchain economicsMEVdecentralization
IJCAI 2025Published

Smart Contracts for Trustless Sampling of Correlated Equilibria

T. BarakbayevaαZhuo CaiαA. GoharshadyαK. Keypoorαα Alphabetical order

International Joint Conference on Artificial Intelligence · 2025

Alphabetical author order with Amir Goharshady.

This paper gives two trustless smart-contract protocols for sampling correlated equilibria on blockchain, replacing the traditional trusted mediator with cryptographic techniques based on oblivious transfer and zkSNARKs.

game theorysmart contractsequilibrium computationblockchains
ePrint 2025Manuscript

Strategic Mining in Proof-of-Stake with Practical Random Election

Zhuo Cai

IACR Cryptology ePrint Archive · 2025

IACR ePrint 2025/1428.

This manuscript studies strategic mining in proof-of-stake systems when random beacon output is fixed across multiple future slots within an epoch. It formalizes the lookahead effect created by practical random election and gives an efficient optimal attack algorithm showing profitable deviations at much lower stake fractions than earlier per-slot-randomness models.

proof of stakestrategic miningdistributed randomnessblockchains
ICBC 2024Published

Gas-Efficient Decentralized Random Beacons

V. AbidhaαT. BarakbayevaαZhuo CaiαA. Goharshadyαα Alphabetical order

IEEE International Conference on Blockchain and Cryptocurrency · 2024

Alphabetical author order with Amir Goharshady.

This paper develops decentralized random beacon protocols with explicit attention to gas efficiency, aiming to keep randomness services practical for on-chain use without weakening decentralization goals.

random beaconssmart contractsblockchains
ICBC 2024Published

SRNG: An Efficient Decentralized Approach for Secret Random Number Generation

T. BarakbayevaαZhuo CaiαA. Goharshadyαα Alphabetical order

IEEE International Conference on Blockchain and Cryptocurrency · 2024

Alphabetical author order with Amir Goharshady.

SRNG presents an efficient decentralized approach to secret random number generation, aiming to provide tamper-resistant randomness while preserving the privacy properties needed by higher-level blockchain protocols.

distributed randomnessrandom beaconsblockchains
OOPSLA 2023Published

Asparagus: Automated Synthesis of Parametric Gas Upper-Bounds for Smart Contracts

Zhuo CaiαS. FarokhniaαA. GoharshadyαS. Hitarthαα Alphabetical order

Proceedings of the ACM on Programming Languages · 2023

Alphabetical author order with Amir Goharshady.

This paper presents Asparagus, an automated tool for synthesizing parametric static gas upper bounds for smart contracts. The main technical contribution is to employ sound quantifier elimination techniques based on Farkas' lemma and other algebro-geometric methods.

smart contractsstatic analysisformal methods
ICBC 2023Published

Trustless and Bias-Resistant Game-Theoretic Distributed Randomness

Zhuo CaiαA. Goharshadyαα Alphabetical order

IEEE International Conference on Blockchain and Cryptocurrency · 2023

Alphabetical author order with Amir Goharshady.

In randomness generation smart contracts, participants are assumed but have no incentive to submit random integers rather than sending arbitrary values. This paper presents a novel matrix game to enforce uniformity of batched value generation by collision-resistant Nash equilibria.

distributed randomnessgame theoryblockchains
MARBLE 2023Published

Game-Theoretic Randomness for Proof-of-Stake

Zhuo CaiαA. Goharshadyαα Alphabetical order

Workshop on Mathematical Research for Blockchain Economy · 2023

Alphabetical author order with Amir Goharshady.

PoS requires decentralized randomness. Existing randomness generation protocols either rely on pseudo-randomness, or assume that a majority of the participants are honest in submitting their randdomness share and follow the rest of the protocol. However, these participants have no incentive to contribute true random shares compared to contributing an arbitrary share in the first place. This paper presents a game-theoretic design for incentivizing participants submitting true random shares, without relying on pseudo-randomness.

proof of stakedistributed randomnessgame theory
IEEE Blockchain 2023Published

PureLottery: Fair Leader Election Without Decentralized Random Number Generation

J. BallwegαZhuo CaiαA. Goharshadyαα Alphabetical order

IEEE International Conference on Blockchain · 2023

Alphabetical author order with Amir Goharshady.

PureLottery studies fair leader election without relying on a decentralized random number generation service, but instead leveraging a tournament among interested participants.

leader electionfairnessblockchains
ACL 2021Published

Towards Visual Question Answering on Pathology Images

X. He*Zhuo Cai*W. WeiY. ZhangL. MouE. XingP. Xie* Equal contribution

Annual Meeting of the Association for Computational Linguistics · 2021

* Equal contribution.

This paper studies visual question answering over pathology images and explores how multimodal models can answer medically grounded questions in a scientific imaging domain rather than a natural-image setting.

machine learningmultimodal learningmedical imaging