Jinyan Su
16 papers · 2022–2026 · 11 conferences · across top CS/AI conferences
Achievements
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(26)
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(57)
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Conferences
ACL (5)
NAACL (2)
ACML (1)
ALT (1)
COLING (1)
EACL (1)
EMNLP (1)
ICML (1)
JMLR (1)
SEMEVAL (1)
UAI (1)
Top co-authors
Research topics
Keywords
machine-generated text detection
(6)
text classification
(5)
binary classification
(4)
large language model
(4)
stochastic convex optimization
(3)
differential privacy
(3)
multilingual detection
(3)
machine-generated text
(3)
multilingual nlp
(2)
tysbakov noise condition
(2)
multilingual classification
(2)
excess population risk
(2)
chain-of-thought reasoning
(1)
human detection
(1)
self-supervised learning
(1)
zero-shot learning
(1)
symbolic reasoning
(1)
authorship attribution
(1)
statistical learning theory
(1)
domain generalization
(1)
Papers
The Illusion of Specialization: Unveiling the Domain-Invariant "Standing Committee" in Mixture-of-Experts Models
ACL 2026
FinChain: A Symbolic Benchmark for Verifiable Chain-of-Thought Financial Reasoning
ACL 2026
Is Human-Like Text Liked by Humans? Multilingual Human Detection and Preference Against AI
ACL 2026
GenAI Content Detection Task 1: English and Multilingual Machine-Generated Text Detection: AI vs. Human
COLING 2025
Corpus Poisoning via Approximate Greedy Gradient Descent
ACL 2025
SemEval-2024 Task 8: Multidomain, Multimodel and Multilingual Machine-Generated Text Detection
NAACL 2024
SemEval-2024 Task 8: Multidomain, Multimodel and Multilingual Machine-Generated Text Detection
SEMEVAL 2024
Faster Rates of Differentially Private Stochastic Convex Optimization
JMLR 2024
M4: Multi-generator, Multi-domain, and Multi-lingual Black-Box Machine-Generated Text Detection
EACL 2024
Learning from Streaming Data when Users Choose
ICML 2024
M4GT-Bench: Evaluation Benchmark for Black-Box Machine-Generated Text Detection
ACL 2024
Adapting Fake News Detection to the Era of Large Language Models
NAACL 2024
Differentially Private Stochastic Convex Optimization in (Non)-Euclidean Space Revisited
UAI 2023
DetectLLM: Leveraging Log Rank Information for Zero-Shot Detection of Machine-Generated Text
EMNLP 2023
Faster Rates of Private Stochastic Convex Optimization
ALT 2022
On PAC Learning Halfspaces in Non-interactive Local
Privacy Model with Public Unlabeled Data
ACML 2022