Jiali Cheng
10 papers · 2023–2025 · 7 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Silver
🌉
Interdisciplinary Bridge · Silver
🗺️
Taxonomy Completionist
(23)
💎
Century Club · Bronze
Top co-authors
Research topics
Artificial Intelligence
(6)
Machine Learning
(5)
Core AI
(5)
Deep Learning
(3)
Natural Language Processing
(3)
Application Areas
(3)
Applications
(3)
Core Methods
(2)
Learning Types · Deep Learning
(2)
Interdisciplinary
(1)
Speech & Audio
(1)
Architectures
(1)
Learning Paradigms
(1)
Learning Types · Machine Learning
(1)
Linguistics
(1)
Keywords
machine unlearning
(2)
large language model
(2)
membership inference attack
(2)
shortcut learning
(1)
named entity recognition
(1)
information retrieval
(1)
hyperparameter optimization
(1)
pre-trained language model
(1)
keyword spotting
(1)
speech analysis
(1)
bias mitigation
(1)
foundation model
(1)
debiasing method
(1)
parameter-efficient tuning
(1)
dataset bia
(1)
model scaling
(1)
natural language understanding
(1)
knowledge removal
(1)
product of expert
(1)
domain generalization
(1)
Papers
EqualizeIR: Mitigating Linguistic Biases in Retrieval Models
NAACL 2025
Linguistic Blind Spots of Large Language Models
NAACL 2025
Speech Unlearning
Interspeech 2025
Tool Unlearning for Tool-Augmented LLMs
ICML 2025
CogniVoice: Multimodal and Multilingual Fusion Networks for Mild Cognitive Impairment Assessment from Spontaneous Speech
Interspeech 2024
FairFlow: Mitigating Dataset Biases through Undecided Learning for Natural Language Understanding
EMNLP 2024
MedDec: A Dataset for Extracting Medical Decisions from Discharge Summaries
ACL 2024
MultiDelete for Multimodal Machine Unlearning
ECCV 2024
Exploring the Impact of Model Scaling on Parameter-Efficient Tuning
EMNLP 2023
GNNDelete: A General Strategy for Unlearning in Graph Neural Networks
ICLR 2023