Xiang Ao

ORCID

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 111

Top Venues

Publications

Qiming Liu, Xiang Ao, Yuyao Guo, Qing He
Online Conversion Rate Prediction via Multi-Interval Screening and Synthesizing under Delayed Feedback. AAAI (2024)
Kuan Li, Yiwen Chen, Yang Liu, Jin Wang, Qing He, Minhao Cheng, Xiang Ao
Boosting the Adversarial Robustness of Graph Neural Networks: An OOD Perspective. ICLR (2024)
Xinke Jiang, Zidi Qin, Jiarong Xu, Xiang Ao
Incomplete Graph Learning via Attribute-Structure Decoupled Variational Auto-Encoder. WSDM (2024)
Tianyu Chen, Yiming Zhang, Guoxin Yu, Dapeng Zhang, Li Zeng, Qing He, Xiang Ao
EFSA: Towards Event-Level Financial Sentiment Analysis. CoRR (2024)
Hanyu Zhang, Xiting Wang, Xiang Ao, Qing He
Distillation with Explanations from Large Language Models. LREC/COLING (2024)
Xiang Ao, Ling Luo, Xiting Wang, Zhao Yang, Jiun-Hung Chen, Ying Qiao, Qing He, Xing Xie
Put Your Voice on Stage: Personalized Headline Generation for News Articles. ACM Trans. Knowl. Discov. Data 18 (3) (2024)
Zhiyu Guo, Xiang Ao, Qing He
Transductive Semi-Supervised Metric Network for Reject Inference in Credit Scoring. IEEE Trans. Comput. Soc. Syst. 11 (2) (2024)
Tianyu Chen, Yiming Zhang, Guoxin Yu, Dapeng Zhang, Li Zeng, Qing He, Xiang Ao
EFSA: Towards Event-Level Financial Sentiment Analysis. ACL (1) (2024)
Zixian Zhou, Mengda Huang, Feiyang Pan, Jia He, Xiang Ao, Dandan Tu, Qing He
Gradient-Adaptive Pareto Optimization for Constrained Reinforcement Learning. AAAI (2023)
Kuan Li, Yang Liu, Xiang Ao, Qing He
Revisiting Graph Adversarial Attack and Defense From a Data Distribution Perspective. ICLR (2023)
Yang Liu, Xiang Ao, Fuli Feng, Yunshan Ma, Kuan Li, Tat-Seng Chua, Qing He
FLOOD: A Flexible Invariant Learning Framework for Out-of-Distribution Generalization on Graphs. KDD (2023)
Yang Liu, Xiang Ao, Linfeng Dong, Chao Zhang, Jin Wang, Qing He
Spatiotemporal Activity Modeling via Hierarchical Cross-Modal Embedding : Extended Abstract. ICDE (2023)
Yuyao Guo, Xiang Ao, Qiming Liu, Qing He
Leveraging Post-Click User Behaviors for Calibrated Conversion Rate Prediction Under Delayed Feedback in Online Advertising. CIKM (2023)
Shuo Yu, Hongyan Xue, Xiang Ao, Feiyang Pan, Jia He, Dandan Tu, Qing He
Generating Synergistic Formulaic Alpha Collections via Reinforcement Learning. CoRR (2023)
Qiming Liu, Haoming Li, Xiang Ao, Yuyao Guo, Zhihong Dong, Ruobing Zhang, Qiong Chen, Jianfeng Tong, Qing He
Online Conversion Rate Prediction via Neural Satellite Networks in Delayed Feedback Advertising. SIGIR (2023)
Guoxin Yu, Lemao Liu, Haiyun Jiang, Shuming Shi, Xiang Ao
Making Better Use of Training Corpus: Retrieval-based Aspect Sentiment Triplet Extraction via Label Interpolation. ACL (Findings) (2023)
Guang-Yu Cheng, Shuo Yu, Wenbin Jiang, Shuai Ma, Xiang Ao, Qing He
Lifting the Answer: Reranking Candidates on Data Augmented Text-to-SQL. ICMLC (2023)
Shuo Yu, Hongyan Xue, Xiang Ao, Feiyang Pan, Jia He, Dandan Tu, Qing He
Generating Synergistic Formulaic Alpha Collections via Reinforcement Learning. KDD (2023)
Xiaofei Sun, Xiaoya Li, Yuxian Meng, Xiang Ao, Lingjuan Lyu, Jiwei Li, Tianwei Zhang
Defending against Backdoor Attacks in Natural Language Generation. AAAI (2023)
Guoxin Yu, Lemao Liu, Haiyun Jiang, Shuming Shi, Xiang Ao
Retrieval-Augmented Few-shot Text Classification. EMNLP (Findings) (2023)
Zhao Yang, Junhong Lian, Xiang Ao
Fact-Preserved Personalized News Headline Generation. ICDM (2023)
Shuokai Li, Ruobing Xie, Yongchun Zhu, Xiang Ao, Fuzhen Zhuang, Qing He
User-Centric Conversational Recommendation with Multi-Aspect User Modeling. SIGIR (2022)
Yiqing Wu, Ruobing Xie, Yongchun Zhu, Xiang Ao, Xin Chen, Xu Zhang, Fuzhen Zhuang, Leyu Lin, Qing He
Multi-view Multi-behavior Contrastive Learning in Recommendation. DASFAA (2) (2022)
Yang Liu, Xiang Ao, Fuli Feng, Qing He
UD-GNN: Uncertainty-aware Debiased Training on Semi-Homophilous Graphs. KDD (2022)
Can Liu, Yuncong Gao, Li Sun, Jinghua Feng, Hao Yang, Xiang Ao
User Behavior Pre-training for Online Fraud Detection. KDD (2022)
Yiqing Wu, Ruobing Xie, Yongchun Zhu, Fuzhen Zhuang, Xiang Ao, Xu Zhang, Leyu Lin, Qing He
Selective Fairness in Recommendation via Prompts. CoRR (2022)
Fuwei Zhang, Zhao Zhang, Xiang Ao, Dehong Gao, Fuzhen Zhuang, Yi Wei, Qing He
Mind the Gap: Cross-Lingual Information Retrieval with Hierarchical Knowledge Enhancement. AAAI (2022)
Shuokai Li, Ruobing Xie, Yongchun Zhu, Xiang Ao, Fuzhen Zhuang, Qing He
User-Centric Conversational Recommendation with Multi-Aspect User Modeling. CoRR (2022)
Yuyao Guo, Haoming Li, Xiang Ao, Min Lu, Dapeng Liu, Lei Xiao, Jie Jiang, Qing He
Calibrated Conversion Rate Prediction via Knowledge Distillation under Delayed Feedback in Online Advertising. CIKM (2022)
Shuokai Li, Xiang Ao, Feiyang Pan, Qing He
Learning policy scheduling for text augmentation. Neural Networks 145 (2022)
Yang Liu, Xiang Ao, Linfeng Dong, Chao Zhang, Jin Wang, Qing He
Spatiotemporal Activity Modeling via Hierarchical Cross-Modal Embedding. IEEE Trans. Knowl. Data Eng. 34 (1) (2022)
Kuan Li, Yang Liu, Xiang Ao, Jianfeng Chi, Jinghua Feng, Hao Yang, Qing He
Reliable Representations Make A Stronger Defender: Unsupervised Structure Refinement for Robust GNN. CoRR (2022)
Guanxiong Zeng, Jianfeng Chi, Rui Ma, Jinghua Feng, Xiang Ao, Hao Yang
ADAPT: Adversarial Domain Adaptation with Purifier Training for Cross-Domain Credit Risk Forecasting. DASFAA (1) (2022)
Fuwei Zhang, Zhao Zhang, Xiang Ao, Fuzhen Zhuang, Yongjun Xu, Qing He
Along the Time: Timeline-traced Embedding for Temporal Knowledge Graph Completion. CIKM (2022)
Zidi Qin, Yang Liu, Qing He, Xiang Ao
Explainable Graph-based Fraud Detection via Neural Meta-graph Search. CIKM (2022)
Mengda Huang, Yang Liu, Xiang Ao, Kuan Li, Jianfeng Chi, Jinghua Feng, Hao Yang, Qing He
AUC-oriented Graph Neural Network for Fraud Detection. WWW (2022)
Feiyang Pan, Shuokai Li, Xiang Ao, Qing He
Relation Reconstructive Binarization of word embeddings. Frontiers Comput. Sci. 16 (2) (2022)
Linfeng Dong, Yang Liu, Xiang Ao, Jianfeng Chi, Jinghua Feng, Hao Yang, Qing He
Bi-Level Selection via Meta Gradient for Graph-Based Fraud Detection. DASFAA (1) (2022)
Yiqing Wu, Ruobing Xie, Yongchun Zhu, Xiang Ao, Xin Chen, Xu Zhang, Fuzhen Zhuang, Leyu Lin, Qing He
Multi-view Multi-behavior Contrastive Learning in Recommendation. CoRR (2022)
Yiqing Wu, Ruobing Xie, Yongchun Zhu, Fuzhen Zhuang, Xiang Ao, Xu Zhang, Leyu Lin, Qing He
Selective Fairness in Recommendation via Prompts. SIGIR (2022)
Kuan Li, Yang Liu, Xiang Ao, Jianfeng Chi, Jinghua Feng, Hao Yang, Qing He
Reliable Representations Make A Stronger Defender: Unsupervised Structure Refinement for Robust GNN. KDD (2022)
Xiaofei Sun, Yuxian Meng, Xiang Ao, Fei Wu, Tianwei Zhang, Jiwei Li, Chun Fan
Sentence Similarity Based on Contexts. Trans. Assoc. Comput. Linguistics 10 (2022)
Can Liu, Li Sun, Xiang Ao, Jinghua Feng, Qing He, Hao Yang
Intention-aware Heterogeneous Graph Attention Networks for Fraud Transactions Detection. KDD (2021)
Guoxin Yu, Xiang Ao, Ling Luo, Min Yang, Xiaofei Sun, Jiwei Li, Qing He
Making Flexible Use of Subtasks: A Multiplex Interaction Network for Unified Aspect-based Sentiment Analysis. ACL/IJCNLP (Findings) (2021)
Yuxian Meng, Xiang Ao, Qing He, Xiaofei Sun, Qinghong Han, Fei Wu, Chun Fan, Jiwei Li
ConRPG: Paraphrase Generation using Contexts as Regularizer. EMNLP (1) (2021)
Guoxin Yu, Jiwei Li, Ling Luo, Yuxian Meng, Xiang Ao, Qing He
Self Question-answering: Aspect-based Sentiment Analysis by Role Flipped Machine Reading Comprehension. EMNLP (Findings) (2021)
Xiang Ao, Xiting Wang, Ling Luo, Ying Qiao, Qing He, Xing Xie
PENS: A Dataset and Generic Framework for Personalized News Headline Generation. ACL/IJCNLP (1) (2021)
Chun Fan, Jiwei Li, Xiang Ao, Fei Wu, Yuxian Meng, Xiaofei Sun
Layer-wise Model Pruning based on Mutual Information. CoRR (2021)
Wangli Lin, Li Sun, Qiwei Zhong, Can Liu, Jinghua Feng, Xiang Ao, Hao Yang
Online Credit Payment Fraud Detection via Structure-Aware Hierarchical Recurrent Neural Network. IJCAI (2021)
Haoming Li, Feiyang Pan, Xiang Ao, Zhao Yang, Min Lu, Junwei Pan, Dapeng Liu, Lei Xiao, Qing He
Follow the Prophet: Accurate Online Conversion Rate Prediction in the Face of Delayed Feedback. CoRR (2021)
Xiaofei Sun, Yuxian Meng, Xiang Ao, Fei Wu, Tianwei Zhang, Jiwei Li, Chun Fan
Sentence Similarity Based on Contexts. CoRR (2021)
Lei Chen, Fajie Yuan, Jiaxi Yang, Xiang Ao, Chengming Li, Min Yang
A User-Adaptive Layer Selection Framework for Very Deep Sequential Recommender Models. AAAI (2021)
Ting Liang, Guanxiong Zeng, Qiwei Zhong, Jianfeng Chi, Jinghua Feng, Xiang Ao, Jiayu Tang
Credit Risk and Limits Forecasting in E-Commerce Consumer Lending Service via Multi-view-aware Mixture-of-experts Nets. WSDM (2021)
Feiyang Pan, Haoming Li, Xiang Ao, Wei Wang, Yanrong Kang, Ao Tan, Qing He
GuideBoot: Guided Bootstrap for Deep Contextual Bandits. CoRR (2021)
Chunpu Xu, Min Yang, Chengming Li, Ying Shen, Xiang Ao, Ruifeng Xu
Imagine, Reason and Write: Visual Storytelling with Graph Knowledge and Relational Reasoning. AAAI (2021)
Chun Fan, Jiwei Li, Tianwei Zhang, Xiang Ao, Fei Wu, Yuxian Meng, Xiaofei Sun
Layer-wise Model Pruning based on Mutual Information. EMNLP (1) (2021)
Feiyang Pan, Haoming Li, Xiang Ao, Wei Wang, Yanrong Kang, Ao Tan, Qing He
GuideBoot: Guided Bootstrap for Deep Contextual Banditsin Online Advertising. WWW (2021)
Chun Fan, Xiaoya Li, Yuxian Meng, Xiaofei Sun, Xiang Ao, Fei Wu, Jiwei Li, Tianwei Zhang
Defending against Backdoor Attacks in Natural Language Generation. CoRR (2021)
Haoming Li, Feiyang Pan, Xiang Ao, Zhao Yang, Min Lu, Junwei Pan, Dapeng Liu, Lei Xiao, Qing He
Follow the Prophet: Accurate Online Conversion Rate Prediction in the Face of Delayed Feedback. SIGIR (2021)
Yang Liu, Xiang Ao, Zidi Qin, Jianfeng Chi, Jinghua Feng, Hao Yang, Qing He
Pick and Choose: A GNN-based Imbalanced Learning Approach for Fraud Detection. WWW (2021)
Zijun Sun, Xiaoya Li, Xiaofei Sun, Yuxian Meng, Xiang Ao, Qing He, Fei Wu, Jiwei Li
ChineseBERT: Chinese Pretraining Enhanced by Glyph and Pinyin Information. CoRR (2021)
Zijun Sun, Xiaoya Li, Xiaofei Sun, Yuxian Meng, Xiang Ao, Qing He, Fei Wu, Jiwei Li
ChineseBERT: Chinese Pretraining Enhanced by Glyph and Pinyin Information. ACL/IJCNLP (1) (2021)
Xiang Ao, Yang Liu, Zidi Qin, Yi Sun, Qing He
Temporal high-order proximity aware behavior analysis on Ethereum. World Wide Web 24 (5) (2021)
Chi Xu, Hao Feng, Guoxin Yu, Min Yang, Xiting Wang, Yan Song, Xiang Ao
Discovering Protagonist of Sentiment with Aspect Reconstructed Capsule Network. DASFAA (2) (2021)
Binzong Geng, Min Yang, Fajie Yuan, Shupeng Wang, Xiang Ao, Ruifeng Xu
Iterative Network Pruning with Uncertainty Regularization for Lifelong Sentiment Classification. SIGIR (2021)
Fuwei Zhang, Zhao Zhang, Xiang Ao, Dehong Gao, Fuzhen Zhuang, Yi Wei, Qing He
Mind the Gap: Cross-Lingual Information Retrieval with Hierarchical Knowledge Enhancement. CoRR (2021)
Chunpu Xu, Min Yang, Xiang Ao, Ying Shen, Ruifeng Xu, Jinwen Tian
Retrieval-enhanced adversarial training with dynamic memory-augmented attention for image paragraph captioning. Knowl. Based Syst. 214 (2021)
Binzong Geng, Min Yang, Fajie Yuan, Shupeng Wang, Xiang Ao, Ruifeng Xu
Iterative Network Pruning with Uncertainty Regularization for Lifelong Sentiment Classification. CoRR (2021)
Yuxian Meng, Xiang Ao, Qing He, Xiaofei Sun, Qinghong Han, Fei Wu, Chun Fan, Jiwei Li
ConRPG: Paraphrase Generation using Contexts as Regularizer. CoRR (2021)
Feiyang Pan, Xiang Ao, Pingzhong Tang, Min Lu, Dapeng Liu, Lei Xiao, Qing He
Field-aware Calibration: A Simple and Empirically Strong Method for Reliable Probabilistic Predictions. WWW (2020)
Yuyang Nie, Yuanhe Tian, Yan Song, Xiang Ao, Xiang Wan
Improving Named Entity Recognition with Attentive Ensemble of Syntactic Information. CoRR (2020)
Xiang Ao, Ping Luo, Chengkai Li, Fuzhen Zhuang, Qing He
Corrigendum to "Discovering and learning sensational episodes of news events" [Inf. Syst. 78 (2018) 68-80]. Inf. Syst. 93 (2020)
Qiwei Zhong, Yang Liu, Xiang Ao, Binbin Hu, Jinghua Feng, Jiayu Tang, Qing He
Financial Defaulter Detection on Online Credit Payment via Multi-view Attributed Heterogeneous Information Network. WWW (2020)
Chunpu Xu, Yu Li, Chengming Li, Xiang Ao, Min Yang, Jinwen Tian
Interactive Key-Value Memory-augmented Attention for Image Paragraph Captioning. COLING (2020)
Jianfeng Liu, Ling Luo, Xiang Ao, Yan Song, Haoran Xu, Jian Ye
Meet Changes with Constancy: Learning Invariance in Multi-Source Translation. COLING (2020)
Weizhong Zhao, Huifang Ma, Zhixin Li, Xiang Ao, Ning Li
Improving social and behavior recommendations via network embedding. Inf. Sci. 516 (2020)
Jianfeng Chi, Guanxiong Zeng, Qiwei Zhong, Ting Liang, Jinghua Feng, Xiang Ao, Jiayu Tang
Learning to Undersampling for Class Imbalanced Credit Risk Forecasting. ICDM (2020)
Yang Liu, Xiang Ao, Qiwei Zhong, Jinghua Feng, Jiayu Tang, Qing He
Alike and Unlike: Resolving Class Imbalance Problem in Financial Credit Risk Assessment. CIKM (2020)
Yuyang Nie, Yuanhe Tian, Yan Song, Xiang Ao, Xiang Wan
Improving Named Entity Recognition with Attentive Ensemble of Syntactic Information. EMNLP (Findings) (2020)
Zhongxia Chen, Xiting Wang, Xing Xie, Mehul Parsana, Akshay Soni, Xiang Ao, Enhong Chen
Towards Explainable Conversational Recommendation. IJCAI (2020)
Yuanhe Tian, Yan Song, Xiang Ao, Fei Xia, Xiaojun Quan, Tong Zhang, Yonggang Wang
Joint Chinese Word Segmentation and Part-of-speech Tagging via Two-way Attentions of Auto-analyzed Knowledge. ACL (2020)
Can Liu, Qiwei Zhong, Xiang Ao, Li Sun, Wangli Lin, Jinghua Feng, Qing He, Jiayu Tang
Fraud Transactions Detection via Behavior Tree with Local Intention Calibration. KDD (2020)
Fuzhen Zhuang, Ying-Min Zhou, Haochao Ying, Fuzheng Zhang, Xiang Ao, Xing Xie, Qing He, Hui Xiong
Sequential Recommendation via Cross-Domain Novelty Seeking Trait Mining. J. Comput. Sci. Technol. 35 (2) (2020)
Jiawei Wu, Xiaoya Li, Xiang Ao, Yuxian Meng, Fei Wu, Jiwei Li
Improving Robustness and Generality of NLP Models Using Disentangled Representations. CoRR (2020)
Feiyang Pan, Shuokai Li, Xiang Ao, Pingzhong Tang, Qing He
Warm Up Cold-start Advertisements: Improving CTR Predictions via Learning to Learn ID Embeddings. CoRR (2019)
Feiyang Pan, Xiang Ao, Pingzhong Tang, Min Lu, Dapeng Liu, Qing He
Towards reliable and fair probabilistic predictions: field-aware calibration with neural networks. CoRR (2019)
Xiang Ao, Ping Luo, Chengkai Li, Fuzhen Zhuang, Qing He
Corrigendum to "Discovering and learning sensational episodes of news events" [Information Systems 78 (2018) 68-80]. Inf. Syst. 81 (2019)
Qingnan Jiang, Lei Chen, Ruifeng Xu, Xiang Ao, Min Yang
A Challenge Dataset and Effective Models for Aspect-Based Sentiment Analysis. EMNLP/IJCNLP (1) (2019)
Ling Luo, Xiang Ao, Yan Song, Jinyao Li, Xiaopeng Yang, Qing He, Dong Yu
Unsupervised Neural Aspect Extraction with Sememes. IJCAI (2019)
Ling Luo, Xiang Ao, Yan Song, Feiyang Pan, Min Yang, Qing He
Reading Like HER: Human Reading Inspired Extractive Summarization. EMNLP/IJCNLP (1) (2019)
Thapana Boonchoo, Xiang Ao, Qing He
Multi-Aspect Embedding for Attribute-Aware Trajectories. Symmetry 11 (9) (2019)
Chunpu Xu, Wei Zhao, Min Yang, Xiang Ao, Wangrong Cheng, Jinwen Tian
A Unified Generation-Retrieval Framework for Image Captioning. CIKM (2019)
Feiyang Pan, Shuokai Li, Xiang Ao, Pingzhong Tang, Qing He
Warm Up Cold-start Advertisements: Improving CTR Predictions via Learning to Learn ID Embeddings. SIGIR (2019)
Weizhong Zhao, Huifang Ma, Zhixin Li, Xiang Ao, Ning Li
SBRNE: An Improved Unified Framework for Social and Behavior Recommendations with Network Embedding. DASFAA (2) (2019)
Chi Xu, Hao Feng, Xiang Ao
Hunt Protagonist of Sentiment: Sentiment Analysis via Capsule Network with Sentiment-Aspect Reconstruction. CoRR (2019)
Thapana Boonchoo, Xiang Ao, Yang Liu, Weizhong Zhao, Fuzhen Zhuang, Qing He
Grid-based DBSCAN: Indexing and inference. Pattern Recognit. 90 (2019)
Xiang Ao, Haoran Shi, Jin Wang, Luo Zuo, Hongwei Li, Qing He
Large-Scale Frequent Episode Mining from Complex Event Sequences with Hierarchies. ACM Trans. Intell. Syst. Technol. 10 (4) (2019)
Ming Huang, Fuzhen Zhuang, Xiao Zhang, Xiang Ao, Zhengyu Niu, Min-Ling Zhang, Qing He
Supervised representation learning for multi-label classification. Mach. Learn. 108 (5) (2019)
Junyu Luo, Ying Shen, Xiang Ao, Zhou Zhao, Min Yang
Cross-modal Image-Text Retrieval with Multitask Learning. CIKM (2019)
Ganbin Zhou, Rongyu Cao, Xiang Ao, Ping Luo, Fen Lin, Leyu Lin, Qing He
Hierarchical Neural Network for Extracting Knowledgeable Snippets and Documents. CoRR (2018)

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Publication Activity (10 Years)

Top Topics

Top Venues

Xiang Ao