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