Tianle Gu
13 papers · 2023–2026 · 4 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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🌉 Interdisciplinary Bridge · Bronze 🌍 Conference Polyglot · Bronze 🗺️ Taxonomy Completionist (30) 🐣 Hot Topic Early Bird 🗃️ Keyword Collector (60)
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Prolific Year · Productive
💎
Century Club · Bronze
Venues
Top co-authors
Research topics
Artificial Intelligence
(10)
Core AI
(10)
Machine Learning
(7)
Application Areas
(6)
Natural Language Processing
(4)
Deep Learning
(3)
Learning Types · Machine Learning
(3)
Optimization & Theory
(2)
Resources & Methods
(2)
Healthcare & Medicine
(1)
Architectures
(1)
Clinical
(1)
Core Methods
(1)
Generation
(1)
Learning Types · Deep Learning
(1)
Keywords
large language model
(7)
benchmark evaluation
(1)
machine learning
(1)
hierarchical planning
(1)
constrained generation
(1)
token selection
(1)
text generation
(1)
toxicity detection
(1)
bias detection
(1)
contextual information
(1)
privacy preservation
(1)
knowledge unlearning
(1)
ai safety
(1)
safety alignment
(1)
feature extraction
(1)
distributed training
(1)
hierarchical taxonomy
(1)
bilevel optimization
(1)
backdoor attack
(1)
representation learning
(1)
Papers
Probing the Safety Robustness of LLMs in Latent Space
ACL 2026
SCAN: Structured Capability Assessment and Navigation for LLMs
ACL 2026
A Cognitive Writing Perspective for Constrained Long-Form Text Generation
ACL 2025
Benchmarking Large Language Models Under Data Contamination: A Survey from Static to Dynamic Evaluation
EMNLP 2025
Fair Text-Attributed Graph Representation Learning
EMNLP 2025
From Evasion to Concealment: Stealthy Knowledge Unlearning for LLMs
ACL 2025
HoneypotNet: Backdoor Attacks Against Model Extraction
AAAI 2025
Invisible Entropy: Towards Safe and Efficient Low-Entropy LLM Watermarking
EMNLP 2025
MorphMark: Flexible Adaptive Watermarking for Large Language Models
ACL 2025
Word Form Matters: LLMs’ Semantic Reconstruction under Typoglycemia
ACL 2025
ESC-Eval: Evaluating Emotion Support Conversations in Large Language Models
EMNLP 2024
MLLMGuard: A Multi-dimensional Safety Evaluation Suite for Multimodal Large Language Models
NeurIPS 2024
CoLLiE: Collaborative Training of Large Language Models in an Efficient Way
EMNLP 2023