Open-Source Projects
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Trinity-Edge
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An Extensible Synthesis Framework for Data Science |
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Hecate
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Tree Traversal Synthesis Using Domain-Specific Symbolic Compilation |
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Eurus
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A Symbolic Ethereum Virtual Machine for Attack Synthesis and Verification |
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Picus
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Automated Bug Finding for Zero-Knowledge Proof Circuits |
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Poe
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Program Synthesis for Visualization Question Answering |
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Publications & Manuscripts
(* Equal Contribution)
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| USENIX |
Practical Security Analysis of Zero-Knowledge Proof Circuits |
| Security'24 |
Hongbo Wen, Jon Stephens, Yanju Chen, Kostas Ferles, Shankara Pailoor, Kyle Charbonnet, Isil Dillig, Yu Feng |
| (To Appear) |
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| Dissertation |
Deduction-Powered Neural Program Synthesis: A Synergistic Perspective |
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Yanju Chen |
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[bib]
[pdf]
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| ASE'23 |
Fast and Reliable Program Synthesis via User Interaction |
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Yanju Chen, Chenglong Wang, Xinyu Wang, Osbert Bastani, Yu Feng |
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[bib]
[pdf]
[slides]
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| PLDI'23 |
Automated Detection of Under-constrained Circuits in Zero-Knowledge Proofs |
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Shankara Pailoor*, Yanju Chen*, Franklyn Wang, Clara Rodríguez, Jacob Van Geffen, Jason Morton, Michael Chu, Brian Gu, Yu Feng, Isil Dillig |
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[bib]
[pdf]
[slides]
[artifact-Picus]
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| PLDI'23 |
Conflict-Driven Synthesis for Layout Engines |
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Junrui Liu, Yanju Chen, Eric Atkinson, Yu Feng, Rastislav Bodik |
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[bib]
[pdf]
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| ASE'22 |
Learning Contract Invariants Using Reinforcement Learning |
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Junrui Liu*, Yanju Chen*, Bryan Tan, Isil Dillig, Yu Feng |
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[bib]
[pdf]
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| OOPSLA'22 |
Synthesis-Powered Optimization of Smart Contracts via Data Type Refactoring |
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Yanju Chen*, Yuepeng Wang*, Maruth Goyal, James Dong, Yu Feng, Isil Dillig |
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[bib]
[pdf]
[slides]
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| OOPSLA'22 |
Automated Transpilation of Imperative to Functional Code Using Neural-Guided Program Synthesis |
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Benjamin Mariano, Yanju Chen, Yu Feng, Greg Durrett, Isil Dillig |
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[bib]
[pdf]
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| PLDI'22 |
Visualization Question Answering Using Introspective Program Synthesis |
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Yanju Chen, Xifeng Yan, Yu Feng |
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ACM SIGPLAN Distinguished Paper Award |
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[bib]
[pdf]
[slides]
[artifact-Poe]
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| ASPLOS'22 |
Tree Traversal Synthesis Using Domain-Specific Symbolic Compilation |
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Yanju Chen, Junrui Liu, Yu Feng, Rastislav Bodik |
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[bib]
[pdf]
[slides]
[artifact-Hecate]
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| S&P'22 |
Sailfish: Vetting Smart Contract State-Inconsistency Bugs in Seconds |
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Priyanka Bose, Dipanjan Das, Yanju Chen, Yu Feng, Christopher Kruegel, Giovanni Vigna |
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[bib]
[pdf]
[artifact-Sailfish]
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| ASE'20 |
Demystifying Loops in Smart Contracts |
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Benjamin Mariano, Yanju Chen, Yu Feng, Shuvendu Lahiri, Isil Dillig |
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[bib]
[pdf]
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| CAV'20 |
Program Synthesis Using Deduction-Guided Reinforcement Learning |
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Yanju Chen, Chenglong Wang, Osbert Bastani, Isil Dillig, Yu Feng |
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[bib]
[pdf]
[slides]
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| FSE'19 |
Maximal Multi-Layer Specification Synthesis |
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Yanju Chen, Ruben Martins, Yu Feng |
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[bib]
[pdf]
[slides]
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| VLDB'19 |
Trinity: An Extensible Synthesis Framework for Data Science |
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Ruben Martins, Jia Chen, Yanju Chen, Yu Feng, Isil Dillig |
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[bib]
[pdf]
[poster]
[artifact-Trinity]
[artifact-Trinity-Edge]
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| AAAI'17 |
Automatic Emphatic Information Extraction from Aligned Acoustic Data and Its Application on Sentence Compression |
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Yanju Chen, Rong Pan |
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[bib]
[pdf]
[slides]
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Recent Talks
(Slides of conference talks can be found with publications.)
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ZKSwift: A Programming Language for High-Performance ZK Circuits |
| 11/2023 |
Invited Talk, ProgCrypto @ DevConnect |
Istanbul, Turkey |
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Program Synthesis for All: A Synergistic Perspective |
| 04/2023 |
Purdue CS Research Seminar |
Purdue University, IN, USA |
| 02/2023 |
Berkeley Programming Systems Seminar |
University of California, Berkeley, CA, USA |
| 02/2023 |
Stanford Software Research Seminar |
Stanford University, CA, USA |
| 01/2023 |
UCSB Graduate Research Seminar |
University of California, Santa Barbara, CA, USA |
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Synthesis-Powered Optimization of Smart Contracts via Data Type Refactoring |
| 12/2022 |
OOPSLA'22 |
Auckland, New Zealand |
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Formal Verification for Zero-Knowledge Circuits |
| 07/2022 |
0xPARC Summer Residency |
New York City, NY, USA |
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Visualization Question Answering Using Introspective Program Synthesis |
| 06/2022 |
PLDI'22 |
San Diego, CA, USA |
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Program Synthesis for Complex Software Systems |
| 05/2022 |
PhD Proposal Talk |
University of California, Santa Barbara, CA, USA |
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Attack Synthesis for Blockchain Security |
| 04/2022 |
Guest Lecture, CS292C (Computer-Aided Reasoning for Software) |
University of California, Santa Barbara, CA, USA |
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A Symbolic Virtual Machine for Automated R1CS Verification |
| 04/2022 |
0xPARC ZK Learning Group #2 |
New York City, NY, USA |
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Tree Traversal Synthesis Using Domain-Specific Symbolic Compilation |
| 04/2022 |
ASPLOS'22 |
Lausanne, Switzerland |
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Multi-Modal Program Synthesis |
| 04/2021 |
Guest Lecture, CS190I (Program Synthesis) |
University of California, Santa Barbara, CA, USA |
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Bridging Logical Reasoning and Machine Learning in Program Synthesis |
| 12/2020 |
PhD Major Area Examination Talk |
University of California, Santa Barbara, CA, USA |
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Program Synthesis Using Deduction-Guided Reinforcement Learning |
| 07/2020 |
CAV'20 |
Los Angeles, CA, USA |
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Deep Learning in Open-Domain Dialogue Systems |
| 05/2018 |
Guest Lecture, CS291K (Deep Learning) |
University of California, Santa Barbara, CA, USA |
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Service
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2024
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Artifact Evaluation Committee |
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VMCAI 2024, ECOOP 2024, PLDI 2024, CCS 2024 |
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2024
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Extended Review Committee |
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ECOOP 2024 |
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2024
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Reviewer |
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ACM TACO |
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2023
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Program Committee |
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SPLASH 2023 SRC, Automates@IJCAI 2023 |
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2023
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Artifact Evaluation Committee |
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PLDI 2023, ECOOP 2023, VMCAI 2023 |
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2023
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Reviewer |
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ACM TACO, ACM TOSEM |
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2023
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Extended Review Committee |
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ECOOP 2023 |
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Earlier
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Artifact Evaluation Committee |
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PLDI 2022, PLDI 2021, OOPSLA 2020 |
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Earlier
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Student Volunteer |
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POPL 2020, AAAI 2017 |
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Honors and Awards
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2023
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Ethereum Foundation Academic Award
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2023
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UCSB Computer Science Outstanding PhD Student of the Year
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2022
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ACM SIGPLAN PAC Award - OOPSLA
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2022
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ACM SIGPLAN PLDI Distinguished Paper Award
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2022
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ACM SIGPLAN PAC Award - PLDI
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2017
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AAAI Student Scholarship
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Misc.
"Because it is a thousand pities never to say what one feels."
― Virginia Woolf, Mrs. Dalloway
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"You cannot find peace by avoiding life."
― Michael Cunningham, The Hours
© 2024 Yanju Chen.
Page inspired by Barron.
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