Tianlun Liu

4 papers · 2024–2026 · 2 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (15)

Venues

ACL (2) EMNLP (2)

Top co-authors

Zhiliang Tian (4) Dongsheng Li (4) Zhen Huang (3) Tianle Liu (2) Feng Liu (2) Zhaoning Zhang (2) Yiping Song (1) Jingyuan Huang (1) Liang Ding (1) Xingzhi Zhou (1)

Research topics

Deep Learning (4) Machine Learning (3) Learning Types · Machine Learning (3) Learning Types · Deep Learning (3) Artificial Intelligence (2) Natural Language Processing (2) Applications (2) Core AI (1) Core Methods (1) Learning Paradigms (1) Models (1)

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

CTTA-T: Continual Test-Time Adaptation for Text Understanding via Teacher-Student with a Domain-aware and Generalized Teacher ACL 2026 DMHM: Density-aware Manifold Learning and Hybrid Mahalanobis Energy for LLMs-generated Text Detection 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