Ziqi Xu
14 papers · 2023–2026 · 5 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (4) π Cross-Pollinator (7) π Renaissance Researcher (7)
πΊοΈ
Taxonomy Completionist
(26)
π
Century Club
(13)
ποΈ
Keyword Collector
(51)
β‘
Prolific Year
(5)
Conferences
AAAI (7)
ACL (3)
ICLR (2)
EACL (1)
ICML (1)
Top co-authors
Keywords
causal inference
(5)
latent confounder
(3)
instrumental variable
(2)
zero-shot learning
(1)
attention mechanism
(1)
speech synthesis
(1)
feature selection
(1)
prompt engineering
(1)
multimodal learning
(1)
machine unlearning
(1)
label smoothing
(1)
data privacy
(1)
generative model
(1)
causal effect
(1)
recurrent neural network
(1)
disentangled representation
(1)
variational autoencoder
(1)
language model
(1)
hallucination mitigation
(1)
speech recognition
(1)
Papers
Hallucinate Less by Thinking More: Aspect-Based Causal Abstention for Large Language Models
AAAI 2026
Synthetic Forgetting Without Access: A Few-Shot Zero-Glance Framework for Machine Unlearning
AAAI 2026
Debiasing Large Language Models via Adaptive Causal Prompting with Sketch-of-Thought
EACL 2026
CURA: Clinical Uncertainty Risk Alignment for Language ModelβBased Risk Prediction
ACL 2026
STEAMROLLER: A Multi-Agent System for Inclusive Automatic Speech Recognition for People Who Stutter
AAAI 2026
Deep Extreme Transformer: Tackling Zero-Inflated Time Series for Precipitation Prediction
AAAI 2026
Telling Peer Direct Effects from Indirect Effects in Observational Network Data
ICML 2025
Cultural Bias Matters: A Cross-Cultural Benchmark Dataset and Sentiment-Enriched Model for Understanding Multimodal Metaphors
ACL 2025
Utilizing Semantic Textual Similarity for Clinical Survey Data Feature Selection
ACL 2025
Conditional Instrumental Variable Regression with Representation Learning for Causal Inference
ICLR 2024
Causal Inference with Conditional Front-Door Adjustment and Identifiable Variational Autoencoder
ICLR 2024
Instrumental Variable Estimation for Causal Inference in Longitudinal Data with Time-Dependent Latent Confounders
AAAI 2024
Causal Inference with Conditional Instruments Using Deep Generative Models
AAAI 2023
Disentangled Representation for Causal Mediation Analysis
AAAI 2023