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Thanh-Toan Nguyen

dblp:207/0921 · DBLP profile ↗
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6ranked-venue papers
2as first author
3since 2021 · last 2025
0000-0002-6521-3301ORCID · corroborated

Domains — the database's venue-derived domains; a paper can count in several

Software engineering, systems software and programming languages · 4 · 2 first-author · 1 since 2021Artificial intelligence and machine learning · 1 · 1 since 2021Databases, data management, data science and information retrieval · 1 · 1 since 2021

Expertise — from the expertise taxonomy: the topics of the expert's papers under the CCF categories. A weight counts papers with recency: 1 for a paper about the topic, 0.3 when the topic is its context, halved every five years.

Artificial intelligence
1 paper
Vision and language · 33% Knowledge representation and reasoning · 33% Language models and text generation · 33%
Network and information security
1 paper
Blockchain and cryptocurrency security · 100%

Topics — the 7 heaviest of 7, each with the papers that count most for it

TopicWeightPapersLastEvidence papers
Computer vision › Vision and language › vision-language model › multimodal large language model
GUI agent
0.912025
KG-RAG: Enhancing GUI Agent Decision-Making via Knowledge Graph-Driven Retrieval-Augmented Generation · EMNLP 2025
Knowledge, reasoning and agents › Knowledge representation and reasoning
knowledge graph
0.912025
KG-RAG: Enhancing GUI Agent Decision-Making via Knowledge Graph-Driven Retrieval-Augmented Generation · EMNLP 2025
Natural language and speech › Language models and text generation
retrieval-augmented generation
0.912025
KG-RAG: Enhancing GUI Agent Decision-Making via Knowledge Graph-Driven Retrieval-Augmented Generation · EMNLP 2025
Blockchain and cryptocurrency security
blockchain interoperability
0.712023
Interoperability in Blockchain: A Survey · IEEE Trans. Knowl. Data Eng. 2023
Blockchain and cryptocurrency security › blockchain interoperability
cross-chain transaction
0.712023
Interoperability in Blockchain: A Survey · IEEE Trans. Knowl. Data Eng. 2023
Blockchain and cryptocurrency security › blockchain interoperability
sidechain
0.712023
Interoperability in Blockchain: A Survey · IEEE Trans. Knowl. Data Eng. 2023
Blockchain and cryptocurrency security › smart contract
hashed timelock contracts
0.212023
Interoperability in Blockchain: A Survey · IEEE Trans. Knowl. Data Eng. 2023

Methods — techniques the papers use, named apart from their topics

retrieval-augmented generation · 0.9knowledge graph-driven retrieval · 0.9systematic literature survey · 0.7performance benchmarking · 0.7
YearPublicationVenuePosition
2025 KG-RAG: Enhancing GUI Agent Decision-Making via Knowledge Graph-Driven Retrieval-Augmented Generation
abstract
Ziyi Guan, Jason Chun Lok Li, Zhijian Hou, Pingping Zhang, Donglai Xu, Yuzhi Zhao, Mengyang Wu, Jinpeng Chen, Thanh-Toan Nguyen, Pengfei Xian, Wenao Ma, Shengchao Qin, Graziano Chesi, Ngai Wong. Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing. 2025.
Jason Chun Lok Li, Zhijian Hou, Donglai Xu, Yuzhi Zhao, Mengyang Wu, Jinpeng Chen 0003, Thanh-Toan Nguyen, Pengfei Xian, Wenao Ma, Shengchao Qin, Graziano Chesi, Ngai Wong 0001
EMNLP9
2023 Interoperability in Blockchain: A Survey
abstract
This paper presents a systematic and comprehensive survey on blockchain interoperability, where interoperability is defined as the ability of blockchains to flexibly transfer assets, share data, and invoke smart contracts across a mix of public, private, and consortium blockchains without any changes to the underlying blockchain systems. Analyzing the vast landscape of both research papers and industry projects, we classify the existing works into five categories, namely, (1) sidechains, (2) notary schemes, (3) hashed time lock contracts (HTLC), (4) relays, and (5) blockchain agnostic protocols. We analyze the existing works under a taxonomy that consists of system and safety characteristics, such as decentralization, direction of communication, locking mechanism, verification mechanism, trust, safety, liveness, and atomicity. Different from other surveys, we are the first to evaluate the performance of some representative interoperability approaches between Bitcoin and Ethereum covering sidechains, notary schemes, and HTLCs. Even though the performance of cross-chain transactions is low (typically fewer than 10 transactions per second), the main reason is the underlying blockchain (e.g., Bitcoin and Ethereum) and not the interoperability approach. Finally, we discuss existing challenges and possible research directions in blockchain interoperability. For example, we identify challenges in interoperability across permissioned and permissionless blockchains, in interacting with scripting blockchains, in security and privacy.
Kunpeng Ren, Nhut-Minh Ho, Dumitrel Loghin, Thanh-Toan Nguyen, Beng Chin Ooi, Quang-Trung Ta, Feida Zhu 0001
IEEE Trans. Knowl. Data Eng.4
2021 Automated Repair of Heap-Manipulating Programs Using Deductive Synthesis
Thanh-Toan Nguyen, Quang-Trung Ta, Ilya Sergey, Wei-Ngan Chin
VMCAI1
2019 SL-COMP: Competition of Solvers for Separation Logic
abstract
SL-COMP aims at bringing together researchers interested on improving the state of the art of the automated deduction methods for Separation Logic (SL). The event took place twice until now and collected more than 1K problems for different fragments of SL. The input format of problems is based on the SMT-LIB format and therefore fully typed; only one new command is added to SMT-LIB’s list, the command for the declaration of the heap’s type. The SMT-LIB theory of SL comes with ten logics, some of them being combinations of SL with linear arithmetics. The competition’s divisions are defined by the logic fragment, the kind of decision problem (satisfiability or entailment) and the presence of quantifiers. Until now, SL-COMP has been run on the StarExec platform, where the benchmark set and the binaries of participant solvers are freely available. The benchmark set is also available with the competition’s documentation on a public repository in GitHub.
Mihaela Sighireanu, Juan Antonio Navarro Pérez, Andrey Rybalchenko, Nikos Gorogiannis, Radu Iosif, Andrew Reynolds 0001, Cristina Serban, Jens Pagel, Christoph Matheja, Thomas Noll 0001, Florian Zuleger, Wei-Ngan Chin, Quang Loc Le, Quang-Trung Ta, Ton Chanh Le, Thanh-Toan Nguyen, Siau-Cheng Khoo, Michal Cyprian, Adam Rogalewicz, Tomás Vojnar, Constantin Enea, Ondrej Lengál, Zhilin Wu
TACAS (3)16
2019 Automatic Program Repair Using Formal Verification and Expression Templates
Thanh-Toan Nguyen, Quang-Trung Ta, Wei-Ngan Chin
VMCAI1
2017 A Certified Decision Procedure for Tree Shares
Xuan Bach Le, Thanh-Toan Nguyen, Wei-Ngan Chin, Aquinas Hobor
ICFEM2