Zhuohang Li
10 papers · 2021–2025 · 6 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (30) 💎 Century Club · Bronze 🔥 Unstoppable · Bronze
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The Questioner
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Research topics
Machine Learning
(8)
Natural Language Processing
(6)
Learning Types · Machine Learning
(6)
Artificial Intelligence
(5)
Deep Learning
(5)
Models
(5)
Optimization & Theory
(5)
Resources & Methods
(5)
Core AI
(4)
Application Areas
(3)
Applications
(2)
Learning Paradigms
(2)
Learning Types · Deep Learning
(2)
Mathematics & Optimization
(1)
Generation
(1)
Keywords
hallucination detection
(3)
large language model
(2)
question answering
(2)
hallucination mitigation
(2)
prompt optimization
(2)
in-context learning
(1)
knowledge distillation
(1)
conformal prediction
(1)
privacy preservation
(1)
text generation
(1)
heuristic search
(1)
discrete optimization
(1)
audio classification
(1)
bayesian optimization
(1)
uncertainty quantification
(1)
generative model
(1)
adversarial attack
(1)
prompt engineering
(1)
deep neural network
(1)
audio processing
(1)
Papers
Heuristic-based Search Algorithm in Automatic Instruction-focused Prompt Optimization: A Survey
ACL 2025
SEE: Strategic Exploration and Exploitation for Cohesive In-Context Prompt Optimization
ACL 2025
Towards Statistical Factuality Guarantee for Large Vision-Language Models
EMNLP 2025
Divide-Conquer-Reasoning for Consistency Evaluation and Automatic Improvement of Large Language Models
EMNLP 2024
Do You Know What You Are Talking About? Characterizing Query-Knowledge Relevance For Reliable Retrieval Augmented Generation
EMNLP 2024
Interactive Multi-fidelity Learning for Cost-effective Adaptation of Language Model with Sparse Human Supervision
NeurIPS 2023
SAC3: Reliable Hallucination Detection in Black-Box Language Models via Semantic-aware Cross-check Consistency
EMNLP 2023
Auditing Privacy Defenses in Federated Learning via Generative Gradient Leakage
CVPR 2022
RIBAC: Towards Robust and Imperceptible Backdoor Attack against Compact DNN
ECCV 2022
Enabling Fast and Universal Audio Adversarial Attack Using Generative Model
AAAI 2021