Tianlun Liu
4 papers · 2024–2026 · 2 conferences · across top CS/AI conferences
Achievements
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🌉
Interdisciplinary Bridge
🧭
Keyword Pioneer
🐝
Cross-Pollinator
(15)
Conferences
ACL (2)
EMNLP (2)
Top co-authors
Keywords
contrastive learning
(1)
manifold learning
(1)
domain adaptation
(1)
in-context learning
(1)
text generation
(1)
text understanding
(1)
map inference
(1)
determinantal point process
(1)
text watermarking
(1)
out-of-distribution detection
(1)
domain shift
(1)
teacher-student model
(1)
kernel decomposition
(1)
example selection
(1)
correlation modeling
(1)
kernel methods
(1)
large language model
(1)
continual test-time adaptation
(1)
paraphrasing attack
(1)
paraphrasing attack defense
(1)
Papers
DMHM: Density-aware Manifold Learning and Hybrid Mahalanobis Energy for LLMs-generated Text Detection
ACL 2026
CTTA-T: Continual Test-Time Adaptation for Text Understanding via Teacher-Student with a Domain-aware and Generalized Teacher
ACL 2026
Correlation-Aware Example Selection for In-Context Learning with Nonsymmetric Determinantal Point Processes
EMNLP 2025
Context-aware Watermark with Semantic Balanced Green-red Lists for Large Language Models
EMNLP 2024