Zhaohan Zhang
11 papers · 2023–2026 · 5 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (29) 🐣 Hot Topic Early Bird 💎 Century Club · Bronze
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The Questioner
(2)
Top co-authors
Research topics
Machine Learning
(9)
Artificial Intelligence
(7)
Natural Language Processing
(7)
Core AI
(7)
Learning Types · Machine Learning
(7)
Deep Learning
(5)
Learning Types · Deep Learning
(5)
Applications
(4)
Application Areas
(3)
Core Methods
(2)
Learning Paradigms
(2)
Resources & Methods
(2)
Generation
(1)
Optimization & Theory
(1)
Keywords
machine-generated text detection
(5)
text classification
(4)
large language model
(4)
contrastive learning
(3)
domain generalization
(2)
soft prompt
(2)
chain-of-thought reasoning
(1)
machine unlearning
(1)
attention mechanism
(1)
low-resource learning
(1)
pre-trained language model
(1)
fine-grained detection
(1)
entropy maximization
(1)
greedy search
(1)
adversarial training
(1)
prompt optimization
(1)
frequency domain
(1)
human-ai collaboration
(1)
adversarial attack
(1)
confidence calibration
(1)
Papers
Can Reasoning Path still be Effective as Input? Bridging Post-Reasoning to Chain-of-Thought Compression
ACL 2026
Confidence Should Be Calibrated More Than One Turn Deep
ACL 2026
GrACE: A Generative Approach to Better Confidence Elicitation and Efficient Test-Time Scaling in Large Language Models
ACL 2026
MGT-Prism: Enhancing Domain Generalization for Machine-Generated Text Detection via Spectral Alignment
AAAI 2026
Get Confused Cautiously: Textual Sequence Memorization Erasure with Selective Entropy Maximization
COLING 2025
HACo-Det: A Study Towards Fine-Grained Machine-Generated Text Detection under Human-AI Coauthoring
ACL 2025
Iron Sharpens Iron: Defending Against Attacks in Machine-Generated Text Detection with Adversarial Training
ACL 2025
Concentrate Attention: Towards Domain-Generalizable Prompt Optimization for Language Models
NeurIPS 2024
Does DetectGPT Fully Utilize Perturbation? Bridging Selective Perturbation to Fine-tuned Contrastive Learning Detector would be Better
ACL 2024
StablePT : Towards Stable Prompting for Few-shot Learning via Input Separation
EMNLP 2024
CoCo: Coherence-Enhanced Machine-Generated Text Detection Under Low Resource With Contrastive Learning
EMNLP 2023