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Ziqi Xu

Publication record assembled from the DBLP archive of ranked conferences.

Papers indexed

46

Venues

19

Active years

2021–2026

Best venue rank

A*

Where they publish

Papers

46 indexed papers, newest first.

YearVenueTitleAuthors
2026AAAIDeep Extreme Transformer: Tackling Zero-Inflated Time Series for Precipitation Prediction.Wentao Gao, Xiongren Chen, Xiaojing Du, Wenjun Yu, Andres Mauricio Cifuentes Bernal, Ziqi Xu
2026AAAIHallucinate Less by Thinking More: Aspect-Based Causal Abstention for Large Language Models.Vy Nguyen, Ziqi Xu, Jeffrey Chan, Estrid He, Feng Xia, Xiuzhen Zhang
2026AAAISynthetic Forgetting Without Access: A Few-Shot Zero-Glance Framework for Machine Unlearning.Qipeng Song, Nan Yang, Ziqi Xu, Yue Li, Wei Shao, Feng Xia
2026AAAISTEAMROLLER: A Multi-Agent System for Inclusive Automatic Speech Recognition for People Who Stutter.Ziqi Xu, Yi Liu, Yuekang Li, Ling Shi, Kailong Wang, Yongxin Zhao
2026ACLCURA: Clinical Uncertainty Risk Alignment for Language Model-Based Risk Prediction.Sizhe Wang, Ziqi Xu, Claire Najjuuko, Charles Alba, Chenyang Lu
2026EACLDebiasing Large Language Models via Adaptive Causal Prompting with Sketch-of-Thought.Bowen Li, Ziqi Xu, Jing Ren, Renqiang Luo, Xikun Zhang, Xiuzhen Zhang, Yongli Ren, Feng Xia
2026IWCMCPrototype-Enhanced Multi-View Learning for Thyroid Nodule Ultrasound Classification.Yangmei Chen, Zhongyuan Zhang, Xikun Zhang, Xinyu Hao, Mingliang Hou, Renqiang Luo, Ziqi Xu
2026WWWEnergy-Efficient Training-Free Zero-Inflation Correction for Rainfall Forecasting with Time-Series Foundation Models.Wentao Gao, Xiaojing Du, Xiongren Chen, Yifan Guo, Andres Mauricio Cifuentes Bernal, Renqiang Luo, Ziqi Xu
2026WWWSTELA: Spatiotemporal Forecasting via Graph Learning and Entropy-Guided LLM Adaptation.Tiantian Huang, Yue Li, Wei Shao, Ziqi Xu, Qipeng Song, Hui Li
2026WWWFairGE: Fairness-Aware Graph Encoding in Incomplete Social Networks.Renqiang Luo, Huafei Huang, Tao Tang, Jing Ren, Ziqi Xu, Mingliang Hou, Enyan Dai, Feng Xia
2026WWWFairGU: Fairness-aware Graph Unlearning in Social Networks.Renqiang Luo, Yongshuai Yang, Huafei Huang, Qing Qing, Mingliang Hou, Ziqi Xu, Yi Yu, Jingjing Zhou, Feng Xia
2026WWWSpiking Graph Predictive Coding for Reliable OOD Generalization.Jing Ren, Jiapeng Du, Bowen Li, Ziqi Xu, Xin Zheng, Hong Jia, Suyu Ma, Xiwei Xu, Feng Xia
2026WWWWhen to Invoke: Refining LLM Fairness with Toxicity Assessment.Jing Ren, Bowen Li, Ziqi Xu, Renqiang Luo, Shuo Yu, Xin Ye, Haytham M. Fayek, Xiaodong Li, Feng Xia
2026WWWWhen to Trust: A Causality-Aware Calibration Framework for Accurate Knowledge Graph Retrieval-Augmented Generation.Jing Ren, Bowen Li, Ziqi Xu, Xikun Zhang, Haytham M. Fayek, Xiaodong Li
2026WWWMCLMR: A Model-Agnostic Causal Learning Framework for Multi-Behavior Recommendation.Ranxu Zhang, Junjie Meng, Ying Sun, Ziqi Xu, Bing Yin, Hao Li, Yanyong Zhang, Chao Wang
2026WWWHarnessing LLM for Noise-Robust Cognitive Diagnosis in Web-Based Intelligent Education Systems.Guixian Zhang, Guan Yuan, Ziqi Xu, Yanmei Zhang, Jing Ren, Zhenyun Deng, Debo Cheng
2026SIGIRVerifiable User Simulation for Search and Recommendation Systems.Chenglong Ma, Xinye Wanyan, Danula Hettiachchi, Ziqi Xu, Yongli Ren, Jeffrey Chan
2026SIGIRExODRec: An Explainable Framework for Outlier Detection Model Recommendation.Saba Fathi Rabooki, Ziqi Xu, Elham Naghizade
2026SIGIRTask-Aware Automated User Profile Generation for Recommendation Simulation Using Large Language Models.Xinye Wanyan, Chenglong Ma, Danula Hettiachchi, Ziqi Xu, Jeffrey Chan
2026SIGIRMitigating Bias in Large Language Model Based Question Answering through Causal Front Door Prompting.Yaqi Yang, Ziqi Xu, Jie Li, Chenglong Ma, Jeffrey Chan, Mark Sanderson, Xin Zheng, Yongli Ren
2025ACLUtilizing Semantic Textual Similarity for Clinical Survey Data Feature Selection.Benjamin C. Warner, Ziqi Xu, Simon Haroutounian, Thomas George Kannampallil, Chenyang Lu
2025ACLCultural Bias Matters: A Cross-Cultural Benchmark Dataset and Sentiment-Enriched Model for Understanding Multimodal Metaphors.Senqi Yang, Dongyu Zhang, Jing Ren, Ziqi Xu, Xiuzhen Zhang, Yiliao Song, Hongfei Lin, Feng Xia
2025ADCXEvalAD: An Explainable Evaluation Framework for Anomaly Detection via Item Response Theory.Saba Fathi Rabooki, Ziqi Xu, Elham Naghizade, Feng Xia
2025CIKMRevisiting Pre-processing Group Fairness: A Modular Benchmarking Framework.Brodie Oldfield, Ziqi Xu, Sevvandi Kandanaarachchi
2025CIKMTemporal-Aware User Behaviour Simulation with Large Language Models for Recommender Systems.Xinye Wanyan, Danula Hettiachchi, Chenglong Ma, Ziqi Xu, Jeffrey Chan
2025CIKMUnbiased Reasoning for Knowledge-Intensive Tasks in Large Language Models via Conditional Front-Door Adjustment.Bo Zhao, Yinghao Zhang, Ziqi Xu, Yongli Ren, Xiuzhen Zhang, Renqiang Luo, Zaiwen Feng, Feng Xia
2025ICMLTelling Peer Direct Effects from Indirect Effects in Observational Network Data.Xiaojing Du, Jiuyong Li, Debo Cheng, Lin Liu, Wentao Gao, Xiongren Chen, Ziqi Xu
2025IROSThrowing Planning Diffusion: A Solution to Learning and Planning of Robotic Throwing.Ziqi Xu, Haodu Li, Lihao Liu, Jun Liu, Xuechao Duan
2025WWWOff-policy Evaluation for Multiple Actions in the Presence of Unobserved Confounders.Haolin Wang, Lin Liu, Jiuyong Li, Ziqi Xu, Jixue Liu, Zehong Cao, Debo Cheng
2025WWWFairness Evaluation with Item Response Theory.Ziqi Xu, Sevvandi Kandanaarachchi, Cheng Soon Ong, Eirini Ntoutsi
2025WWWTowards Better Evaluation of Recommendation Algorithms with Bi-directional Item Response Theory.Ziqi Xu, Chenglong Ma, Yongli Ren, Jeffrey Chan, Wei Shao, Feng Xia
2025SIGIRPUB: An LLM-Enhanced Personality-Driven User Behaviour Simulator for Recommender System Evaluation.Chenglong Ma, Ziqi Xu, Yongli Ren, Danula Hettiachchi, Jeffrey Chan
2024AAAIInstrumental Variable Estimation for Causal Inference in Longitudinal Data with Time-Dependent Latent Confounders.Debo Cheng, Ziqi Xu, Jiuyong Li, Lin Liu, Jixue Liu, Wentao Gao, Thuc Duy Le
2024ICLRConditional Instrumental Variable Regression with Representation Learning for Causal Inference.Debo Cheng, Ziqi Xu, Jiuyong Li, Lin Liu, Jixue Liu, Thuc Duy Le
2024ICLRCausal Inference with Conditional Front-Door Adjustment and Identifiable Variational Autoencoder.Ziqi Xu, Debo Cheng, Jiuyong Li, Jixue Liu, Lin Liu, Kui Yu
2023AAAICausal Inference with Conditional Instruments Using Deep Generative Models.Debo Cheng, Ziqi Xu, Jiuyong Li, Lin Liu, Jixue Liu, Thuc Duy Le
2023AAAIDisentangled Representation for Causal Mediation Analysis.Ziqi Xu, Debo Cheng, Jiuyong Li, Jixue Liu, Lin Liu, Ke Wang
2023ICDMDisentangled Latent Representation Learning for Tackling the Confounding M-Bias Problem in Causal Inference.Debo Cheng, Yang Xie, Ziqi Xu, Jiuyong Li, Lin Liu, Jixue Liu, Yinghao Zhang, Zaiwen Feng
2023KDDAssisting Clinical Decisions for Scarcely Available Treatment via Disentangled Latent Representation.Bing Xue, Ahmed Sameh Said, Ziqi Xu, Hanyang Liu, Neel Shah, Hanqing Yang, Philip R. O. Payne, Chenyang Lu
2023PAKDDDisentangled Representation with Causal Constraints for Counterfactual Fairness.Ziqi Xu, Jixue Liu, Debo Cheng, Jiuyong Li, Lin Liu, Ke Wang
2023WISEA Data-Driven Approach to Finding K for K Nearest Neighbor Matching in Average Causal Effect Estimation.Tingting Xu, Yinghao Zhang, Jiuyong Li, Lin Liu, Ziqi Xu, Debo Cheng, Zaiwen Feng
2022DSAAResearch on Mini-Batch Affinity Propagation Clustering Algorithm.Ziqi Xu, Yahui Lu, Yu Jiang
2022NDSSPoF: Proof-of-Following for Vehicle Platoons.Ziqi Xu, Jingcheng Li, Yanjun Pan, Loukas Lazos, Ming Li, Nirnimesh Ghose
2022PAKDDAssessing Classifier Fairness with Collider Bias.Zhenlong Xu, Ziqi Xu, Jixue Liu, Debo Cheng, Jiuyong Li, Lin Liu, Ke Wang
2021HPCCHASP: High Availability SFC Placement Approach in Data Center Network.Ziqi Xu, Qingmian Han, Bo Cheng, Meng Niu, Junliang Chen
2021MOBIHOCMan-in-the-Middle Attack Resistant Secret Key Generation via Channel Randomization.Yanjun Pan, Ziqi Xu, Ming Li, Loukas Lazos