Ziqi Xu
14 papers · 2023–2026 · 5 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
Jump to papers ↓+3 more ↓ Show less ↑
🐣 Hot Topic Early Bird 🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (31) 🗃️ Keyword Collector (65)
💎
Century Club · Bronze
⚡
Prolific Year · Productive
🌈
Renaissance Researcher
(6)
Top co-authors
Research topics
Artificial Intelligence
(11)
Core AI
(11)
Machine Learning
(9)
Deep Learning
(7)
Core Methods
(5)
Learning Types · Machine Learning
(4)
Natural Language Processing
(3)
Models
(3)
Resources & Methods
(3)
Healthcare & Medicine
(2)
Application Areas
(2)
Architectures
(2)
Clinical
(2)
Learning Types · Deep Learning
(2)
Data Science & Analytics
(1)
Keywords
causal inference
(7)
instrumental variable
(3)
latent confounder
(3)
causal mediation analysis
(2)
representation learning
(2)
variational autoencoder
(2)
attention mechanism
(2)
nonlinear regression
(1)
machine unlearning
(1)
speech synthesis
(1)
causal effect estimation
(1)
label smoothing
(1)
multimodal learning
(1)
hilbert-schmidt independence criterion
(1)
feature selection
(1)
disentangled representation
(1)
causal effect
(1)
prompt engineering
(1)
recurrent neural network
(1)
generative model
(1)
Papers
CURA: Clinical Uncertainty Risk Alignment for Language Model–Based Risk Prediction
ACL 2026
Debiasing Large Language Models via Adaptive Causal Prompting with Sketch-of-Thought
EACL 2026
Deep Extreme Transformer: Tackling Zero-Inflated Time Series for Precipitation Prediction
AAAI 2026
Hallucinate Less by Thinking More: Aspect-Based Causal Abstention for Large Language Models
AAAI 2026
STEAMROLLER: A Multi-Agent System for Inclusive Automatic Speech Recognition for People Who Stutter
AAAI 2026
Synthetic Forgetting Without Access: A Few-Shot Zero-Glance Framework for Machine Unlearning
AAAI 2026
Cultural Bias Matters: A Cross-Cultural Benchmark Dataset and Sentiment-Enriched Model for Understanding Multimodal Metaphors
ACL 2025
Telling Peer Direct Effects from Indirect Effects in Observational Network Data
ICML 2025
Utilizing Semantic Textual Similarity for Clinical Survey Data Feature Selection
ACL 2025
Causal Inference with Conditional Front-Door Adjustment and Identifiable Variational Autoencoder
ICLR 2024
Conditional Instrumental Variable Regression with Representation Learning for Causal Inference
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