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Xiang Ao

Publication record assembled from the DBLP archive of ranked conferences.

Papers indexed

106

Venues

23

Active years

2005–2026

Best venue rank

A*

Where they publish

Papers

106 indexed papers, newest first.

YearVenueTitleAuthors
2026KDDLive or Lie: Action-Aware Capsule Multiple Instance Learning for Risk Assessment in Live Streaming Platforms.Yiran Qiao, Jing Chen, Xiang Ao, Qiwei Zhong, Yang Liu, Qing He
2026WWWRobust Graph Learning on the Web: Challenges, Methods, and Applications.Xiang Ao, Yang Liu, Guansong Pang, Yuanhao Ding, Hezhe Qiao, Dawei Cheng, Qing He
2026WWWCan LLMs Fool Graph Learning? Exploring Universal Adversarial Attacks on Text-Attributed Graphs.Zihui Chen, Yuling Wang, Pengfei Jiao, Kai Wu, Xiao Wang, Xiang Ao, Dalin Zhang
2026SIGIRDeja Vu in Plots: Leveraging Cross-Session Evidence with Retrieval-Augmented LLMs for Live Streaming Risk Assessment.Yiran Qiao, Xiang Ao, Jing Chen, Yang Liu, Qiwei Zhong, Qing He
2026SIGIRFollow the TRACE: Exploiting Post-Click Trajectories for Online Delayed Conversion Rate Prediction.Xinyue Zhang, Yuanhao Ding, Xiang Ao
2025AAAIOnline Fraud Detection via Test-Time Retrieval-Based Representation Enrichment.Yiran Qiao, Ningtao Wang, Yuncong Gao, Yang Yang, Xing Fu, Weiqiang Wang, Xiang Ao
2025AAAIAlphaForge: A Framework to Mine and Dynamically Combine Formulaic Alpha Factors.Hao Shi, Weili Song, Xinting Zhang, Jiahe Shi, Cuicui Luo, Xiang Ao, Hamid Arian, Luis Angel Seco
2025AAAIDynamic Graph Learning with Static Relations for Credit Risk Assessment.Qi Yuan, Yang Liu, Yateng Tang, Xinhuan Chen, Xuehao Zheng, Qing He, Xiang Ao
2025AAAIControlling Large Language Models Through Concept Activation Vectors.Hanyu Zhang, Xiting Wang, Chengao Li, Xiang Ao, Qing He
2025ACLGradient-Adaptive Policy Optimization: Towards Multi-Objective Alignment of Large Language Models.Chengao Li, Hanyu Zhang, Yunkun Xu, Hongyan Xue, Xiang Ao, Qing He
2025CIKMImproved Personalized Headline Generation via Denoising Fake Interests from Implicit Feedback.Kejin Liu, Junhong Lian, Xiang Ao, Ningtao Wang, Xing Fu, Yu Cheng, Weiqiang Wang, Xinyu Liu
2025DASFAAOFTEN: Graph Invariant Learning via Soft Environment Inference.Yang Liu, Zikun Zhang, Xiang Ao, Lingxiang Tian, Qing He
2025ICASSPDomain-aware Node Representation Learning for Graph Out-of-Distribution Generalization.Yi Qiao, Yang Liu, Qing He, Xiang Ao
2025ICDMDilution of Unreliable Information: Learning in Graph with Noisy Structures and Absent Attributes.Xinxin Li, Yang Liu, Siyong Xu, Weigao Wen, Qing He, Xiang Ao
2025ICDMBeyond the Pre-Service Horizon: Infusing In-Service Behavior for Improved Financial Risk Forecasting.Senhao Liu, Zhiyu Guo, Zhiyuan Ji, Yueguo Chen, Yateng Tang, Yunhai Wang, Xuehao Zheng, Xiang Ao
2025IJCNNResources-Efficient Accelerated K-Asynchronous Adaptive Federated Learning.Xiang Ao, Maolan Zhang, Zhenyan Wang, Jiamiao Liu, Yu Zhang, Xuetao Chen, Dewen Qiao
2025KDDGRASP: Differentially Private Graph Reconstruction Defense with Structured Perturbation.Zhiyu Guo, Yang Liu, Xiang Ao, Qing He
2025WWWSPEAR: A Structure-Preserving Manipulation Method for Graph Backdoor Attacks.Yuanhao Ding, Yang Liu, Yugang Ji, Weigao Wen, Qing He, Xiang Ao
2025WWWPanoramic Interests: Stylistic-Content Aware Personalized Headline Generation.Junhong Lian, Xiang Ao, Xinyu Liu, Yang Liu, Qing He
2025WSDMLOGIN: A Large Language Model Consulted Graph Neural Network Training Framework.Yiran Qiao, Xiang Ao, Yang Liu, Jiarong Xu, Xiaoqian Sun, Qing He
2024AAAIOnline Conversion Rate Prediction via Multi-Interval Screening and Synthesizing under Delayed Feedback.Qiming Liu, Xiang Ao, Yuyao Guo, Qing He
2024ACLEFSA: Towards Event-Level Financial Sentiment Analysis.Tianyu Chen, Yiming Zhang, Guoxin Yu, Dapeng Zhang, Li Zeng, Qing He, Xiang Ao
2024COLINGDRAMA: Dynamic Multi-Granularity Graph Estimate Retrieval over Tabular and Textual Question Answering.Ruize Yuan, Xiang Ao, Li Zeng, Qing He
2024COLINGDistillation with Explanations from Large Language Models.Hanyu Zhang, Xiting Wang, Xiang Ao, Qing He
2024EMNLPRethinking the Evaluation of In-Context Learning for LLMs.Guoxin Yu, Lemao Liu, Mo Yu, Yue Yu, Xiang Ao
2024ICASSPPrototype Calibration with Synthesized Samples for Zero-Shot Chinese Character Recognition.Xiang Ao, Xiaohui Li, Xu-Yao Zhang, Chenglin Liu
2024ICASSPF2GNN: An Adaptive Filter with Feature Segmentation for Graph-Based Fraud Detection.Guanghui Hu, Yang Liu, Qing He, Xiang Ao
2024ICDMFinancial Risk Assessment via Long-term Payment Behavior Sequence Folding.Yiran Qiao, Yateng Tang, Xiang Ao, Qi Yuan, Ziming Liu, Chen Shen, Xuehao Zheng
2024ICLRBoosting the Adversarial Robustness of Graph Neural Networks: An OOD Perspective.Kuan Li, Yiwen Chen, Yang Liu, Jin Wang, Qing He, Minhao Cheng, Xiang Ao
2024WSDMIncomplete Graph Learning via Attribute-Structure Decoupled Variational Auto-Encoder.Xinke Jiang, Zidi Qin, Jiarong Xu, Xiang Ao
2023AAAIDefending against Backdoor Attacks in Natural Language Generation.Xiaofei Sun, Xiaoya Li, Yuxian Meng, Xiang Ao, Lingjuan Lyu, Jiwei Li, Tianwei Zhang
2023AAAIGradient-Adaptive Pareto Optimization for Constrained Reinforcement Learning.Zixian Zhou, Mengda Huang, Feiyang Pan, Jia He, Xiang Ao, Dandan Tu, Qing He
2023ACLMaking Better Use of Training Corpus: Retrieval-based Aspect Sentiment Triplet Extraction via Label Interpolation.Guoxin Yu, Lemao Liu, Haiyun Jiang, Shuming Shi, Xiang Ao
2023CIKMLeveraging Post-Click User Behaviors for Calibrated Conversion Rate Prediction Under Delayed Feedback in Online Advertising.Yuyao Guo, Xiang Ao, Qiming Liu, Qing He
2023DASFAASemantic-Driven Instance Generation for Table Question Answering.Shuai Ma, Wenbin Jiang, Xiang Ao, Meng Tian, Xinwei Feng, Yajuan Lyu, Qiaoqiao She, Qing He
2023EMNLPRetrieval-Augmented Few-shot Text Classification.Guoxin Yu, Lemao Liu, Haiyun Jiang, Shuming Shi, Xiang Ao
2023ICDESpatiotemporal Activity Modeling via Hierarchical Cross-Modal Embedding : Extended Abstract.Yang Liu, Xiang Ao, Linfeng Dong, Chao Zhang, Jin Wang, Qing He
2023ICDMFact-Preserved Personalized News Headline Generation.Zhao Yang, Junhong Lian, Xiang Ao
2023ICLRRevisiting Graph Adversarial Attack and Defense From a Data Distribution Perspective.Kuan Li, Yang Liu, Xiang Ao, Qing He
2023ICMLCLifting the Answer: Reranking Candidates on Data Augmented Text-to-SQL.Guang-Yu Cheng, Shuo Yu, Wen-Bin Jiang, Shuai Ma, Xiang Ao, Qing He
2023KDDFLOOD: A Flexible Invariant Learning Framework for Out-of-Distribution Generalization on Graphs.Yang Liu, Xiang Ao, Fuli Feng, Yunshan Ma, Kuan Li, Tat-Seng Chua, Qing He
2023KDDGenerating Synergistic Formulaic Alpha Collections via Reinforcement Learning.Shuo Yu, Hongyan Xue, Xiang Ao, Feiyang Pan, Jia He, Dandan Tu, Qing He
2023SIGIROnline Conversion Rate Prediction via Neural Satellite Networks in Delayed Feedback Advertising.Qiming Liu, Haoming Li, Xiang Ao, Yuyao Guo, Zhihong Dong, Ruobing Zhang, Qiong Chen, Jianfeng Tong, Qing He
2022AAAIMind the Gap: Cross-Lingual Information Retrieval with Hierarchical Knowledge Enhancement.Fuwei Zhang, Zhao Zhang, Xiang Ao, Dehong Gao, Fuzhen Zhuang, Yi Wei, Qing He
2022CIKMCalibrated Conversion Rate Prediction via Knowledge Distillation under Delayed Feedback in Online Advertising.Yuyao Guo, Haoming Li, Xiang Ao, Min Lu, Dapeng Liu, Lei Xiao, Jie Jiang, Qing He
2022CIKMExplainable Graph-based Fraud Detection via Neural Meta-graph Search.Zidi Qin, Yang Liu, Qing He, Xiang Ao
2022CIKMAlong the Time: Timeline-traced Embedding for Temporal Knowledge Graph Completion.Fuwei Zhang, Zhao Zhang, Xiang Ao, Fuzhen Zhuang, Yongjun Xu, Qing He
2022DASFAABi-Level Selection via Meta Gradient for Graph-Based Fraud Detection.Linfeng Dong, Yang Liu, Xiang Ao, Jianfeng Chi, Jinghua Feng, Hao Yang, Qing He
2022DASFAAMulti-view Multi-behavior Contrastive Learning in Recommendation.Yiqing Wu, Ruobing Xie, Yongchun Zhu, Xiang Ao, Xin Chen, Xu Zhang, Fuzhen Zhuang, Leyu Lin, Qing He
2022DASFAAADAPT: Adversarial Domain Adaptation with Purifier Training for Cross-Domain Credit Risk Forecasting.Guanxiong Zeng, Jianfeng Chi, Rui Ma, Jinghua Feng, Xiang Ao, Hao Yang
2022KDDReliable Representations Make A Stronger Defender: Unsupervised Structure Refinement for Robust GNN.Kuan Li, Yang Liu, Xiang Ao, Jianfeng Chi, Jinghua Feng, Hao Yang, Qing He
2022KDDUD-GNN: Uncertainty-aware Debiased Training on Semi-Homophilous Graphs.Yang Liu, Xiang Ao, Fuli Feng, Qing He
2022KDDUser Behavior Pre-training for Online Fraud Detection.Can Liu, Yuncong Gao, Li Sun, Jinghua Feng, Hao Yang, Xiang Ao
2022WWWAUC-oriented Graph Neural Network for Fraud Detection.Mengda Huang, Yang Liu, Xiang Ao, Kuan Li, Jianfeng Chi, Jinghua Feng, Hao Yang, Qing He
2022SIGIRUser-Centric Conversational Recommendation with Multi-Aspect User Modeling.Shuokai Li, Ruobing Xie, Yongchun Zhu, Xiang Ao, Fuzhen Zhuang, Qing He
2022SIGIRSelective Fairness in Recommendation via Prompts.Yiqing Wu, Ruobing Xie, Yongchun Zhu, Fuzhen Zhuang, Xiang Ao, Xu Zhang, Leyu Lin, Qing He
2021AAAIA User-Adaptive Layer Selection Framework for Very Deep Sequential Recommender Models.Lei Chen, Fajie Yuan, Jiaxi Yang, Xiang Ao, Chengming Li, Min Yang
2021AAAIImagine, Reason and Write: Visual Storytelling with Graph Knowledge and Relational Reasoning.Chunpu Xu, Min Yang, Chengming Li, Ying Shen, Xiang Ao, Ruifeng Xu
2021ACLPENS: A Dataset and Generic Framework for Personalized News Headline Generation.Xiang Ao, Xiting Wang, Ling Luo, Ying Qiao, Qing He, Xing Xie
2021ACLChineseBERT: Chinese Pretraining Enhanced by Glyph and Pinyin Information.Zijun Sun, Xiaoya Li, Xiaofei Sun, Yuxian Meng, Xiang Ao, Qing He, Fei Wu, Jiwei Li
2021ACLMaking Flexible Use of Subtasks: A Multiplex Interaction Network for Unified Aspect-based Sentiment Analysis.Guoxin Yu, Xiang Ao, Ling Luo, Min Yang, Xiaofei Sun, Jiwei Li, Qing He
2021DASFAADiscovering Protagonist of Sentiment with Aspect Reconstructed Capsule Network.Chi Xu, Hao Feng, Guoxin Yu, Min Yang, Xiting Wang, Yan Song, Xiang Ao
2021EMNLPLayer-wise Model Pruning based on Mutual Information.Chun Fan, Jiwei Li, Tianwei Zhang, Xiang Ao, Fei Wu, Yuxian Meng, Xiaofei Sun
2021EMNLPConRPG: Paraphrase Generation using Contexts as Regularizer.Yuxian Meng, Xiang Ao, Qing He, Xiaofei Sun, Qinghong Han, Fei Wu, Chun Fan, Jiwei Li
2021EMNLPSelf Question-answering: Aspect-based Sentiment Analysis by Role Flipped Machine Reading Comprehension.Guoxin Yu, Jiwei Li, Ling Luo, Yuxian Meng, Xiang Ao, Qing He
2021IJCAIOnline Credit Payment Fraud Detection via Structure-Aware Hierarchical Recurrent Neural Network.Wangli Lin, Li Sun, Qiwei Zhong, Can Liu, Jinghua Feng, Xiang Ao, Hao Yang
2021KDDIntention-aware Heterogeneous Graph Attention Networks for Fraud Transactions Detection.Can Liu, Li Sun, Xiang Ao, Jinghua Feng, Qing He, Hao Yang
2021WWWPick and Choose: A GNN-based Imbalanced Learning Approach for Fraud Detection.Yang Liu, Xiang Ao, Zidi Qin, Jianfeng Chi, Jinghua Feng, Hao Yang, Qing He
2021WWWGuideBoot: Guided Bootstrap for Deep Contextual Banditsin Online Advertising.Feiyang Pan, Haoming Li, Xiang Ao, Wei Wang, Yanrong Kang, Ao Tan, Qing He
2021SIGIRIterative Network Pruning with Uncertainty Regularization for Lifelong Sentiment Classification.Binzong Geng, Min Yang, Fajie Yuan, Shupeng Wang, Xiang Ao, Ruifeng Xu
2021SIGIRFollow the Prophet: Accurate Online Conversion Rate Prediction in the Face of Delayed Feedback.Haoming Li, Feiyang Pan, Xiang Ao, Zhao Yang, Min Lu, Junwei Pan, Dapeng Liu, Lei Xiao, Qing He
2021WSDMCredit Risk and Limits Forecasting in E-Commerce Consumer Lending Service via Multi-view-aware Mixture-of-experts Nets.Ting Liang, Guanxiong Zeng, Qiwei Zhong, Jianfeng Chi, Jinghua Feng, Xiang Ao, Jiayu Tang
2020ACLJoint Chinese Word Segmentation and Part-of-speech Tagging via Two-way Attentions of Auto-analyzed Knowledge.Yuanhe Tian, Yan Song, Xiang Ao, Fei Xia, Xiaojun Quan, Tong Zhang, Yonggang Wang
2020CIKMAlike and Unlike: Resolving Class Imbalance Problem in Financial Credit Risk Assessment.Yang Liu, Xiang Ao, Qiwei Zhong, Jinghua Feng, Jiayu Tang, Qing He
2020COLINGMeet Changes with Constancy: Learning Invariance in Multi-Source Translation.Jianfeng Liu, Ling Luo, Xiang Ao, Yan Song, Haoran Xu, Jian Ye
2020COLINGInteractive Key-Value Memory-augmented Attention for Image Paragraph Captioning.Chunpu Xu, Yu Li, Chengming Li, Xiang Ao, Min Yang, Jinwen Tian
2020EMNLPImproving Named Entity Recognition with Attentive Ensemble of Syntactic Information.Yuyang Nie, Yuanhe Tian, Yan Song, Xiang Ao, Xiang Wan
2020ICDMLearning to Undersampling for Class Imbalanced Credit Risk Forecasting.Jianfeng Chi, Guanxiong Zeng, Qiwei Zhong, Ting Liang, Jinghua Feng, Xiang Ao, Jiayu Tang
2020IJCAITowards Explainable Conversational Recommendation.Zhongxia Chen, Xiting Wang, Xing Xie, Mehul Parsana, Akshay Soni, Xiang Ao, Enhong Chen
2020KDDFraud Transactions Detection via Behavior Tree with Local Intention Calibration.Can Liu, Qiwei Zhong, Xiang Ao, Li Sun, Wangli Lin, Jinghua Feng, Qing He, Jiayu Tang
2020WWWField-aware Calibration: A Simple and Empirically Strong Method for Reliable Probabilistic Predictions.Feiyang Pan, Xiang Ao, Pingzhong Tang, Min Lu, Dapeng Liu, Lei Xiao, Qing He
2020WWWFinancial Defaulter Detection on Online Credit Payment via Multi-view Attributed Heterogeneous Information Network.Qiwei Zhong, Yang Liu, Xiang Ao, Binbin Hu, Jinghua Feng, Jiayu Tang, Qing He
2019CIKMCross-modal Image-Text Retrieval with Multitask Learning.Junyu Luo, Ying Shen, Xiang Ao, Zhou Zhao, Min Yang
2019CIKMA Unified Generation-Retrieval Framework for Image Captioning.Chunpu Xu, Wei Zhao, Min Yang, Xiang Ao, Wangrong Cheng, Jinwen Tian
2019DASFAASBRNE: An Improved Unified Framework for Social and Behavior Recommendations with Network Embedding.Weizhong Zhao, Huifang Ma, Zhixin Li, Xiang Ao, Ning Li
2019EMNLPA Challenge Dataset and Effective Models for Aspect-Based Sentiment Analysis.Qingnan Jiang, Lei Chen, Ruifeng Xu, Xiang Ao, Min Yang
2019EMNLPReading Like HER: Human Reading Inspired Extractive Summarization.Ling Luo, Xiang Ao, Yan Song, Feiyang Pan, Min Yang, Qing He
2019ICDARCross-Modal Prototype Learning for Zero-Shot Handwriting Recognition.Xiang Ao, Xu-Yao Zhang, Hong-Ming Yang, Fei Yin, Cheng-Lin Liu
2019IJCAIUnsupervised Neural Aspect Extraction with Sememes.Ling Luo, Xiang Ao, Yan Song, Jinyao Li, Xiaopeng Yang, Qing He, Dong Yu
2019SIGIRWarm Up Cold-start Advertisements: Improving CTR Predictions via Learning to Learn ID Embeddings.Feiyang Pan, Shuokai Li, Xiang Ao, Pingzhong Tang, Qing He
2018DASFAAFree-Rider Episode Screening via Dual Partition Model.Xiang Ao, Yang Liu, Zhen Huang, Luo Zuo, Qing He
2018IJCAIBeyond Polarity: Interpretable Financial Sentiment Analysis with Hierarchical Query-driven Attention.Ling Luo, Xiang Ao, Feiyang Pan, Jin Wang, Tong Zhao, Ningzi Yu, Qing He
2018SIGIRAttention-driven Factor Model for Explainable Personalized Recommendation.Jingwu Chen, Fuzhen Zhuang, Xin Hong, Xiang Ao, Xing Xie, Qing He
2017ICDEMining Precise-Positioning Episode Rules from Event Sequences.Xiang Ao, Ping Luo, Jin Wang, Fuzhen Zhuang, Qing He
2017WWWSequential Transfer Learning: Cross-domain Novelty Seeking Trait Mining for Recommendation.Fuzhen Zhuang, Yingmin Zhou, Fuzheng Zhang, Xiang Ao, Xing Xie, Qing He
2015ICDEOnline Frequent Episode Mining.Xiang Ao, Ping Luo, Chengkai Li, Fuzhen Zhuang, Qing He
2014WWWDiscovering and learning sensational episodes of news events.Xiang Ao, Ping Luo, Chengkai Li, Fuzhen Zhuang, Qing He, Zhongzhi Shi
2014VCIPKinship classification based on discriminative facial patches.Jie Dong, Xiang Ao, Songzhi Su, Shaozi Li
2014SNPDScalable bootstrap clustering for massive data.Haocheng Wang, Fuzhen Zhuang, Xiang Ao, Qing He, Zhongzhi Shi
2008IUIMultimodal Chinese text entry with speech and keypad on mobile devices.Yingying Jiang, XuGang Wang, Feng Tian, Xiang Ao, Guozhong Dai, Hongan Wang
2007CHIThe tilt cursor: enhancing stimulus-response compatibility by providing 3d orientation cue of pen.Feng Tian, Xiang Ao, Hongan Wang, Vidya Setlur, Guozhong Dai
2007HCICoConceptMap: A System for Collaborative Concept Mapping.Mingjun Zhou, Xiang Ao, Lishuang Xu, Feng Tian, Guozhong Dai
2007IUICrossmodal error dorrection of continuous handwriting recognition by speech.Xiang Ao, XuGang Wang, Feng Tian, Guozhong Dai, Hongan Wang
2006IUIStructuralizing digital ink for efficient selection.Xiang Ao, Junfeng Li, XuGang Wang, Guozhong Dai
2006IUIMultimodal error correction for continuous handwriting recognition in pen-based user interfaces.XuGang Wang, Junfeng Li, Xiang Ao, Gang Wang, Guozhong Dai
2005IUISketch recognition with continuous feedback based on incremental intention extraction.Junfeng Li, Xiwen Zhang, Xiang Ao, Guozhong Dai