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ORCIDAixin Sun
孙爱欣
Person information
- affiliation: Nanyang Technological University, Singapore
- unicode name: 孙爱欣
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Books and Theses
- 2004
[b1]Aixin Sun:
Ontology-based web classification. Nanyang Technological University, Singapore, 2004
Journal Articles
- 2023
- [j63]Jie Zou
, Aixin Sun, Cheng Long, Mohammad Aliannejadi, Evangelos Kanoulas:
Asking Clarifying Questions: To benefit or to disturb users in Web search? Inf. Process. Manag. 60(2): 103176 (2023) - [j62]Mengying Yu, Aixin Sun:
Dataset versus reality: Understanding model performance from the perspective of information need. J. Assoc. Inf. Sci. Technol. 74(11): 1293-1306 (2023) - [j61]Ting Lin, Aixin Sun, Yequan Wang:
EDU-Capsule: aspect-based sentiment analysis at clause level. Knowl. Inf. Syst. 65(2): 517-541 (2023) - [j60]Hao Zhang, Aixin Sun, Wei Jing, Joey Tianyi Zhou:
Temporal Sentence Grounding in Videos: A Survey and Future Directions. IEEE Trans. Pattern Anal. Mach. Intell. 45(8): 10443-10465 (2023) - [j59]Xiaocong Chen, Lina Yao, Xianzhi Wang, Aixin Sun, Quan Z. Sheng:
Generative Adversarial Reward Learning for Generalized Behavior Tendency Inference. IEEE Trans. Knowl. Data Eng. 35(10): 9878-9889 (2023) - [j58]Yitong Ji, Aixin Sun, Jie Zhang, Chenliang Li:
A Critical Study on Data Leakage in Recommender System Offline Evaluation. ACM Trans. Inf. Syst. 41(3): 75:1-75:27 (2023) - [j57]Xin Zhou, Aixin Sun, Yong Liu, Jie Zhang, Chunyan Miao:
SelfCF: A Simple Framework for Self-supervised Collaborative Filtering. Trans. Recomm. Syst. 1(2): 1-25 (2023) - 2022
- [j56]Jianxin Li, Aixin Sun, Ziyu Guan, Muhammad Aamir Cheema, Geyong Min:
Real-time dynamic network learning for location inference modelling and computing. Neurocomputing 472: 198-200 (2022) - [j55]Hao Zhang, Aixin Sun, Wei Jing, Liangli Zhen, Joey Tianyi Zhou, Rick Siow Mong Goh:
Natural Language Video Localization: A Revisit in Span-Based Question Answering Framework. IEEE Trans. Pattern Anal. Mach. Intell. 44(8): 4252-4266 (2022) - [j54]Jing Li, Aixin Sun, Jianglei Han, Chenliang Li:
A Survey on Deep Learning for Named Entity Recognition. IEEE Trans. Knowl. Data Eng. 34(1): 50-70 (2022) - [j53]Peng Han, Shuo Shang, Aixin Sun, Peilin Zhao, Kai Zheng, Xiangliang Zhang:
Point-of-Interest Recommendation With Global and Local Context. IEEE Trans. Knowl. Data Eng. 34(11): 5484-5495 (2022) - 2021
- [j52]Grace E. Lee, Aixin Sun:
Understanding the stability of medical concept embeddings. J. Assoc. Inf. Sci. Technol. 72(3): 346-356 (2021) - [j51]Feiheng Luo, Aixin Sun, Aravind Sesagiri Raamkumar, Mojisola Erdt, Yin-Leng Theng:
Will Your Paper Get Promoted by a Citation? A Case Study of Citation Promoter in Computer Science Discipline. IEEE Trans. Emerg. Top. Comput. 9(1): 238-245 (2021) - [j50]Zhe Chen, Aixin Sun, Xiaokui Xiao:
Incremental Community Detection on Large Complex Attributed Network. ACM Trans. Knowl. Discov. Data 15(6): 109:1-109:20 (2021) - [j49]Jing Li, Aixin Sun, Yukun Ma:
Neural Named Entity Boundary Detection. IEEE Trans. Knowl. Data Eng. 33(4): 1790-1795 (2021) - 2020
- [j48]Zhiqian Zhang, Chenliang Li, Zhiyong Wu, Aixin Sun, Dengpan Ye, Xiangyang Luo:
NEXT: a neural network framework for next POI recommendation. Frontiers Comput. Sci. 14(2): 314-333 (2020) - [j47]Minh C. Phan, Aixin Sun:
Collective Named Entity Recognition in User Comments via Parameterized Label Propagation. J. Assoc. Inf. Sci. Technol. 71(5): 568-577 (2020) - [j46]Keke Huang, Jing Tang, Kai Han, Xiaokui Xiao, Wei Chen, Aixin Sun, Xueyan Tang, Andrew Lim:
Efficient approximation algorithms for adaptive influence maximization. VLDB J. 29(6): 1385-1406 (2020) - 2019
- [j45]Shuai Zhang, Lina Yao, Aixin Sun, Yi Tay:
Deep Learning Based Recommender System: A Survey and New Perspectives. ACM Comput. Surv. 52(1): 5:1-5:38 (2019) - [j44]Xin Zheng, Aixin Sun:
Collecting event-related tweets from twitter stream. J. Assoc. Inf. Sci. Technol. 70(2): 176-186 (2019) - [j43]Minh C. Phan, Aixin Sun, Yi Tay, Jialong Han, Chenliang Li:
Pair-Linking for Collective Entity Disambiguation: Two Could Be Better Than All. IEEE Trans. Knowl. Data Eng. 31(7): 1383-1396 (2019) - [j42]Jin Wang, Jun Luo, Sinno Jialin Pan, Aixin Sun:
Learning-Based Outdoor Localization Exploiting Crowd-Labeled WiFi Hotspots. IEEE Trans. Mob. Comput. 18(4): 896-909 (2019) - [j41]Chenliang Li, Shiqian Chen, Jian Xing, Aixin Sun, Zongyang Ma:
Seed-Guided Topic Model for Document Filtering and Classification. ACM Trans. Inf. Syst. 37(1): 9:1-9:37 (2019) - [j40]Jing Li, Zhenchang Xing, Aixin Sun:
LinkLive: discovering Web learning resources for developers from Q&A discussions. World Wide Web 22(4): 1699-1725 (2019) - 2018
- [j39]Hongkui Tu, Jiahui Wen, Aixin Sun, Xiaodong Wang:
Joint Implicit and Explicit Neural Networks for Question Recommendation in CQA Services. IEEE Access 6: 73081-73092 (2018) - [j38]Jing Li, Aixin Sun, Zhenchang Xing:
Learning to answer programming questions with software documentation through social context embedding. Inf. Sci. 448-449: 36-52 (2018) - [j37]Jing Li, Aixin Sun, Zhenchang Xing:
To Do or Not To Do: Distill crowdsourced negative caveats to augment api documentation. J. Assoc. Inf. Sci. Technol. 69(12): 1460-1475 (2018) - [j36]Wayne Xin Zhao, Ningnan Zhou, Aixin Sun, Ji-Rong Wen, Jialong Han, Edward Y. Chang:
A time-aware trajectory embedding model for next-location recommendation. Knowl. Inf. Syst. 56(3): 559-579 (2018) - [j35]Kai Han, Keke Huang, Xiaokui Xiao, Jing Tang, Aixin Sun, Xueyan Tang:
Efficient Algorithms for Adaptive Influence Maximization. Proc. VLDB Endow. 11(9): 1029-1040 (2018) - [j34]Feiheng Luo, Aixin Sun, Mojisola Erdt, Aravind Sesagiri Raamkumar, Yin-Leng Theng:
Exploring prestigious citations sourced from top universities in bibliometrics and altmetrics: a case study in the computer science discipline. Scientometrics 114(1): 1-17 (2018) - [j33]Surendra Sedhai, Aixin Sun:
Semi-Supervised Spam Detection in Twitter Stream. IEEE Trans. Comput. Soc. Syst. 5(1): 169-175 (2018) - [j32]Jialong Han, Aixin Sun, Gao Cong, Wayne Xin Zhao, Zongcheng Ji, Minh C. Phan:
Linking Fine-Grained Locations in User Comments. IEEE Trans. Knowl. Data Eng. 30(1): 59-72 (2018) - [j31]Xin Zheng, Jialong Han, Aixin Sun:
A Survey of Location Prediction on Twitter. IEEE Trans. Knowl. Data Eng. 30(9): 1652-1671 (2018) - [j30]Xin Zheng, Jialong Han, Aixin Sun:
Correction to A Survey of Location Prediction on Twitter. IEEE Trans. Knowl. Data Eng. 30(11): 2227 (2018) - 2017
- [j29]Surendra Sedhai, Aixin Sun:
An analysis of 14 Million tweets on hashtag-oriented spamming. J. Assoc. Inf. Sci. Technol. 68(7): 1638-1651 (2017) - [j28]Chenliang Li, Aixin Sun:
Extracting fine-grained location with temporal awareness in tweets: A two-stage approach. J. Assoc. Inf. Sci. Technol. 68(7): 1652-1670 (2017) - [j27]Ali Shemshadi, Quan Z. Sheng, Yongrui Qin, Aixin Sun, Wei Emma Zhang, Lina Yao:
Searching for the internet of things: where it is and what it looks like. Pers. Ubiquitous Comput. 21(6): 1097-1112 (2017) - [j26]Chenliang Li, Yu Duan, Haoran Wang, Zhiqian Zhang, Aixin Sun, Zongyang Ma:
Enhancing Topic Modeling for Short Texts with Auxiliary Word Embeddings. ACM Trans. Inf. Syst. 36(2): 11:1-11:30 (2017) - 2016
- [j25]Yangjie Yao, Aixin Sun:
Mobile phone name extraction from internet forums: a semi-supervised approach. World Wide Web 19(5): 783-805 (2016) - 2015
- [j24]Boon-Siew Seah, Sourav S. Bhowmick, Aixin Sun:
PRISM: Concept-preserving Summarization of Top-K Social Image Search Results. Proc. VLDB Endow. 8(12): 1868-1871 (2015) - [j23]Chenliang Li, Aixin Sun, Jianshu Weng, Qi He:
Tweet Segmentation and Its Application to Named Entity Recognition. IEEE Trans. Knowl. Data Eng. 27(2): 558-570 (2015) - [j22]Quan Yuan, Gao Cong, Kaiqi Zhao, Zongyang Ma, Aixin Sun:
Who, Where, When, and What: A Nonparametric Bayesian Approach to Context-aware Recommendation and Search for Twitter Users. ACM Trans. Inf. Syst. 33(1): 2:1-2:33 (2015) - [j21]Hui Li, Sourav S. Bhowmick, Aixin Sun, Jiangtao Cui:
Conformity-aware influence maximization in online social networks. VLDB J. 24(1): 117-141 (2015) - 2014
- [j20]Hui Li, Sourav S. Bhowmick, Aixin Sun, Jiangtao Cui:
Affinity-driven blog cascade analysis and prediction. Data Min. Knowl. Discov. 28(2): 442-474 (2014) - 2013
- [j19]Chenliang Li, Aixin Sun, Anwitaman Datta:
TSDW: Two-stage word sense disambiguation using Wikipedia. J. Assoc. Inf. Sci. Technol. 64(6): 1203-1223 (2013) - [j18]Zongyang Ma, Aixin Sun, Gao Cong:
On predicting the popularity of newly emerging hashtags in Twitter. J. Assoc. Inf. Sci. Technol. 64(7): 1399-1410 (2013) - 2012
- [j17]Bo Qu, Gao Cong, Cuiping Li, Aixin Sun, Hong Chen:
An evaluation of classification models for question topic categorization. J. Assoc. Inf. Sci. Technol. 63(5): 889-903 (2012) - [j16]Chenliang Li, Anwitaman Datta, Aixin Sun:
Mining latent relations in peer-production environments: a case study with Wikipedia article similarity and controversy. Soc. Netw. Anal. Min. 2(3): 265-278 (2012) - 2011
- [j15]Aixin Sun, Ying Liu, Ee-Peng Lim:
Web classification of conceptual entities using co-training. Expert Syst. Appl. 38(12): 14367-14375 (2011) - [j14]Linhong Zhu, Aixin Sun, Byron Choi:
Detecting spam blogs from blog search results. Inf. Process. Manag. 47(2): 246-262 (2011) - [j13]Hui Li, Sourav S. Bhowmick, Aixin Sun:
AffRank: Affinity-driven ranking of products in online social rating networks. J. Assoc. Inf. Sci. Technol. 62(7): 1345-1359 (2011) - [j12]Aixin Sun, Sourav S. Bhowmick, Khanh Tran Nam Nguyen, Ge Bai:
Tag-based social image retrieval: An empirical evaluation. J. Assoc. Inf. Sci. Technol. 62(12): 2364-2381 (2011) - [j11]Aixin Sun, Meishan Hu:
Query-Guided Event Detection From News and Blog Streams. IEEE Trans. Syst. Man Cybern. Part A 41(5): 834-839 (2011) - 2010
- [j10]Aixin Sun, Sourav S. Bhowmick, Yao Liu:
iAVATAR: An Interactive Tool for Finding and Visualizing Visual-Representative Tags in Image Search. Proc. VLDB Endow. 3(2): 1609-1612 (2010) - 2009
- [j9]Aixin Sun, Ee-Peng Lim, Ying Liu:
On strategies for imbalanced text classification using SVM: A comparative study. Decis. Support Syst. 48(1): 191-201 (2009) - [j8]Ying Liu, Han Tong Loh, Aixin Sun:
Imbalanced text classification: A term weighting approach. Expert Syst. Appl. 36(1): 690-701 (2009) - 2006
- [j7]Aixin Sun, Ee-Peng Lim:
Web unit-based mining of homepage relationships. J. Assoc. Inf. Sci. Technol. 57(3): 394-407 (2006) - [j6]Yuxia Yao, Xueyan Tang, Ee-Peng Lim, Aixin Sun:
An Energy-Efficient and Access Latency Optimized Indexing Scheme for Wireless Data Broadcast. IEEE Trans. Knowl. Data Eng. 18(8): 1111-1124 (2006) - 2005
- [j5]Aixin Sun, Ee-Peng Lim:
Finding and classifying web units in websites. Int. J. Bus. Intell. Data Min. 1(2): 161-193 (2005) - [j4]Ming Yin, Dion Hoe-Lian Goh, Ee-Peng Lim, Aixin Sun:
Discovery of Concept Entities from Web Sites using Web Unit Mining. Int. J. Web Inf. Syst. 1(3): 123-135 (2005) - [j3]Zhao Li, Wee Keong Ng, Aixin Sun:
Web data extraction based on structural similarity. Knowl. Inf. Syst. 8(4): 438-461 (2005) - 2004
- [j2]Aixin Sun, Ee-Peng Lim, Wee Keong Ng, Jaideep Srivastava:
Blocking Reduction Strategies in Hierarchical Text Classification. IEEE Trans. Knowl. Data Eng. 16(10): 1305-1308 (2004) - 2003
- [j1]Aixin Sun, Ee-Peng Lim, Wee Keong Ng:
Performance measurement framework for hierarchical text classification. J. Assoc. Inf. Sci. Technol. 54(11): 1014-1028 (2003)
Conference and Workshop Papers
- 2024
- [c172]Mathieu Ravaut, Hao Zhang, Lu Xu, Aixin Sun, Yong Liu:
Parameter-Efficient Conversational Recommender System as a Language Processing Task. EACL (1) 2024: 152-165 - 2023
- [c171]Wang Jing, Aixin Sun, Hao Zhang, Xiaoli Li:
MS-DETR: Natural Language Video Localization with Sampling Moment-Moment Interaction. ACL (1) 2023: 1387-1400 - [c170]Yin Wu, Aixin Sun:
Negation Scope Refinement via Boundary Shift Loss. ACL (Findings) 2023: 6090-6099 - [c169]Xinze Li, Yixin Cao, Muhao Chen, Aixin Sun:
Take a Break in the Middle: Investigating Subgoals towards Hierarchical Script Generation. ACL (Findings) 2023: 10129-10147 - [c168]Jianzhu Bao, Rui Wang, Yasheng Wang, Aixin Sun, Yitong Li, Fei Mi, Ruifeng Xu:
A Synthetic Data Generation Framework for Grounded Dialogues. ACL (1) 2023: 10866-10882 - [c167]Yubo Ma, Zehao Wang, Yixin Cao, Aixin Sun:
Few-shot Event Detection: An Empirical Study and a Unified View. ACL (1) 2023: 11211-11236 - [c166]Chen Chen, Yufei Wang, Aixin Sun, Bing Li, Kwok-Yan Lam:
Dipping PLMs Sauce: Bridging Structure and Text for Effective Knowledge Graph Completion via Conditional Soft Prompting. ACL (Findings) 2023: 11489-11503 - [c165]Wenjie Wang, Yong Liu, Yang Zhang, Weiwen Liu, Fuli Feng, Xiangnan He, Aixin Sun:
The 1st Workshop on Recommendation with Generative Models. CIKM 2023: 5300-5303 - [c164]Yubo Ma, Yixin Cao, Yong Hong, Aixin Sun:
Large Language Model Is Not a Good Few-shot Information Extractor, but a Good Reranker for Hard Samples! EMNLP (Findings) 2023: 10572-10601 - [c163]Kuicai Dong, Aixin Sun, Jung-Jae Kim, Xiaoli Li:
From Speculation Detection to Trustworthy Relational Tuples in Information Extraction. EMNLP (Findings) 2023: 13287-13299 - [c162]Kuicai Dong, Aixin Sun, Jung-Jae Kim, Xiaoli Li:
Open Information Extraction via Chunks. EMNLP 2023: 15390-15404 - [c161]Jing Li, Aixin Sun, Jianglei Han, Chenliang Li:
A Survey on Deep Learning for Named Entity Recognition : Extended Abstract. ICDE 2023: 3817-3818 - [c160]Fuzhao Xue, Jianghai Chen, Aixin Sun, Xiaozhe Ren, Zangwei Zheng, Xiaoxin He, Yongming Chen, Xin Jiang, Yang You:
A Study on Transformer Configuration and Training Objective. ICML 2023: 38913-38925 - [c159]Aixin Sun:
On Challenges of Evaluating Recommender Systems in an Offline Setting. RecSys 2023: 1284-1285 - [c158]Chunyang Wang, Yanmin Zhu, Aixin Sun, Zhaobo Wang, Ke Wang:
A Preference Learning Decoupling Framework for User Cold-Start Recommendation. SIGIR 2023: 1168-1177 - [c157]Aixin Sun:
Take a Fresh Look at Recommender Systems from an Evaluation Standpoint. SIGIR 2023: 2629-2638 - [c156]Shan Jie Yong, Kuicai Dong, Aixin Sun:
DOCoR: Document-level OpenIE with Coreference Resolution. WSDM 2023: 1204-1207 - 2022
- [c155]Yubo Ma, Zehao Wang, Mukai Li, Yixin Cao, Meiqi Chen, Xinze Li, Wenqi Sun, Kunquan Deng, Kun Wang, Aixin Sun, Jing Shao:
MMEKG: Multi-modal Event Knowledge Graph towards Universal Representation across Modalities. ACL (demo) 2022: 231-239 - [c154]Yequan Wang, Xiang Li, Aixin Sun, Xuying Meng, Huaming Liao, Jiafeng Guo:
CofeNet: Context and Former-Label Enhanced Net for Complicated Quotation Extraction. COLING 2022: 2438-2449 - [c153]Kuicai Dong, Aixin Sun, Jung-Jae Kim, Xiaoli Li:
Syntactic Multi-view Learning for Open Information Extraction. EMNLP 2022: 4072-4083 - [c152]Yequan Wang, Hengran Zhang, Aixin Sun, Xuying Meng:
CORT: A New Baseline for Comparative Opinion Classification by Dual Prompts. EMNLP (Findings) 2022: 7064-7075 - [c151]Fuzhao Xue, Aixin Sun, Hao Zhang, Jinjie Ni, Eng Siong Chng:
An Embarrassingly Simple Model for Dialogue Relation Extraction. ICASSP 2022: 6707-6711 - [c150]Yitong Ji, Aixin Sun, Jie Zhang, Chenliang Li:
Do Loyal Users Enjoy Better Recommendations?: Understanding Recommender Accuracy from a Time Perspective. ICTIR 2022: 92-97 - [c149]Shaowen Zhou, Bowen Yu, Aixin Sun, Cheng Long, Jingyang Li, Jian Sun:
A Survey on Neural Open Information Extraction: Current Status and Future Directions. IJCAI 2022: 5694-5701 - [c148]Yiyi Liu, Yequan Wang, Aixin Sun, Xuying Meng, Jing Li, Jiafeng Guo:
A Dual-Channel Framework for Sarcasm Recognition by Detecting Sentiment Conflict. NAACL-HLT (Findings) 2022: 1670-1680 - [c147]Ting Lin, Aixin Sun, Yequan Wang:
Aspect-Based Sentiment Analysis Through EDU-Level Attentions. PAKDD (1) 2022: 156-168 - [c146]Xinyu Zou, Zhi Hu, Yiming Zhao, Xuchu Ding, Zhongyi Liu, Chenliang Li, Aixin Sun:
Automatic Expert Selection for Multi-Scenario and Multi-Task Search. SIGIR 2022: 1535-1544 - [c145]Siqi Lai, Erli Meng, Fan Zhang, Chenliang Li, Bin Wang, Aixin Sun:
An Attribute-Driven Mirror Graph Network for Session-based Recommendation. SIGIR 2022: 1674-1683 - [c144]Jie Zou, Evangelos Kanoulas, Pengjie Ren, Zhaochun Ren, Aixin Sun, Cheng Long:
Improving Conversational Recommender Systems via Transformer-based Sequential Modelling. SIGIR 2022: 2319-2324 - 2021
- [c143]Fuzhao Xue, Aixin Sun, Hao Zhang, Eng Siong Chng:
GDPNet: Refining Latent Multi-View Graph for Relation Extraction. AAAI 2021: 14194-14202 - [c142]Hao Zhang, Aixin Sun, Wei Jing, Liangli Zhen, Joey Tianyi Zhou, Rick Siow Mong Goh:
Parallel Attention Network with Sequence Matching for Video Grounding. ACL/IJCNLP (Findings) 2021: 776-790 - [c141]Kuicai Dong, Yilin Zhao, Aixin Sun, Jung-Jae Kim, Xiaoli Li:
DocOIE: A Document-level Context-Aware Dataset for OpenIE. ACL/IJCNLP (Findings) 2021: 2377-2389 - [c140]Xiaocong Chen, Lina Yao, Aixin Sun, Xianzhi Wang, Xiwei Xu, Liming Zhu:
Generative Inverse Deep Reinforcement Learning for Online Recommendation. CIKM 2021: 201-210 - [c139]Yong Liu, Susen Yang, Chenyi Lei, Guoxin Wang, Haihong Tang, Juyong Zhang, Aixin Sun, Chunyan Miao:
Pre-training Graph Transformer with Multimodal Side Information for Recommendation. ACM Multimedia 2021: 2853-2861 - [c138]Hao Zhang, Aixin Sun, Wei Jing, Guoshun Nan, Liangli Zhen, Joey Tianyi Zhou, Rick Siow Mong Goh:
Video Corpus Moment Retrieval with Contrastive Learning. SIGIR 2021: 685-695 - [c137]Xin Zheng, Aixin Sun, Karthik Muthuswamy:
Tweet-aware News Summarization with Dual-Attention Mechanism. WWW (Companion Volume) 2021: 473-480 - 2020
- [c136]Jianglei Han, Aixin Sun:
DeepRouting: A Deep Neural Network Approach for Ticket Routing in Expert Network. SCC 2020: 386-393 - [c135]Jialong Han, Aixin Sun, Haisong Zhang, Chenliang Li, Shuming Shi:
CASE: Context-Aware Semantic Expansion. AAAI 2020: 7871-7878 - [c134]Hao Zhang, Aixin Sun, Wei Jing, Joey Tianyi Zhou:
Span-based Localizing Network for Natural Language Video Localization. ACL 2020: 6543-6554 - [c133]Keke Huang, Jing Tang, Xiaokui Xiao, Aixin Sun, Andrew Lim:
Efficient Approximation Algorithms for Adaptive Target Profit Maximization. ICDE 2020: 649-660 - [c132]Zhe Chen, Aixin Sun:
Anomaly Detection on Dynamic Bipartite Graph with Burstiness. ICDM 2020: 966-971 - [c131]Ting Lin, Aixin Sun:
Sentiment Prediction using Attention on User-Specific Rating Distribution. ICTIR 2020: 101-104 - [c130]Cheng Zhao, Chenliang Li, Rong Xiao, Hongbo Deng, Aixin Sun:
CATN: Cross-Domain Recommendation for Cold-Start Users via Aspect Transfer Network. SIGIR 2020: 229-238 - [c129]Yitong Ji, Aixin Sun, Jie Zhang, Chenliang Li:
A Re-visit of the Popularity Baseline in Recommender Systems. SIGIR 2020: 1749-1752 - 2019
- [c128]Chujie Zheng, Minlie Huang, Aixin Sun:
ChID: A Large-scale Chinese IDiom Dataset for Cloze Test. ACL (1) 2019: 778-787 - [c127]Minh C. Phan, Aixin Sun, Yi Tay:
Robust Representation Learning of Biomedical Names. ACL (1) 2019: 3275-3285 - [c126]Xin Zheng, Aixin Sun, Jing Li, Karthik Muthuswamy:
Subtopic-driven Multi-Document Summarization. EMNLP/IJCNLP (1) 2019: 3151-3160 - [c125]Peng Han, Shuo Shang, Aixin Sun, Peilin Zhao, Kai Zheng, Panos Kalnis:
AUC-MF: Point of Interest Recommendation with AUC Maximization. ICDE 2019: 1558-1561 - [c124]Shuai Zhang, Yi Tay, Lina Yao, Bin Wu, Aixin Sun:
DeepRec: An Open-source Toolkit for Deep Learning based Recommendation. IJCAI 2019: 6581-6583 - [c123]Chen Zhe, Aixin Sun, Xiaokui Xiao:
Community Detection on Large Complex Attribute Network. KDD 2019: 2041-2049 - [c122]Grace E. Lee, Aixin Sun:
A Study on Agreement in PICO Span Annotations. SIGIR 2019: 1149-1152 - [c121]Jing Tang, Keke Huang, Xiaokui Xiao, Laks V. S. Lakshmanan, Xueyan Tang, Aixin Sun, Andrew Lim:
Efficient Approximation Algorithms for Adaptive Seed Minimization. SIGMOD Conference 2019: 1096-1113 - [c120]Xiucheng Li, Gao Cong, Aixin Sun, Yun Cheng:
Learning Travel Time Distributions with Deep Generative Model. WWW 2019: 1017-1027 - [c119]Yequan Wang, Aixin Sun, Minlie Huang, Xiaoyan Zhu:
Aspect-level Sentiment Analysis using AS-Capsules. WWW 2019: 2033-2044 - 2018
- [c118]Jianglei Han, Ka Hian Goh, Aixin Sun, Mohammad Akbari:
Towards Effective Extraction and Linking of Software Mentions from User-Generated Support Tickets. CIKM 2018: 2263-2271 - [c117]Jialong Han, Aixin Sun, Gao Cong, Wayne Xin Zhao, Zongcheng Ji, Minh C. Phan:
Linking Fine-Grained Locations in User Comments (Extended Abstract). ICDE 2018: 1763-1764 - [c116]Shuai Zhang, Lina Yao, Aixin Sun, Sen Wang, Guodong Long, Manqing Dong:
NeuRec: On Nonlinear Transformation for Personalized Ranking. IJCAI 2018: 3669-3675 - [c115]Jing Li, Aixin Sun, Shafiq R. Joty:
SegBot: A Generic Neural Text Segmentation Model with Pointer Network. IJCAI 2018: 4166-4172 - [c114]Grace E. Lee, Aixin Sun:
Seed-driven Document Ranking for Systematic Reviews in Evidence-Based Medicine. SIGIR 2018: 455-464 - [c113]Boon-Siew Seah, Aixin Sun, Sourav S. Bhowmick:
Killing Two Birds With One Stone: Concurrent Ranking of Tags and Comments of Social Images. SIGIR 2018: 937-940 - [c112]Minh C. Phan, Aixin Sun:
CoNEREL: Collective Information Extraction in News Articles. SIGIR 2018: 1273-1276 - [c111]Jing Li, Aixin Sun, Zhenchang Xing, Lei Han:
API Caveat Explorer - Surfacing Negative Usages from Practice: An API-oriented Interactive Exploratory Search System for Programmers. SIGIR 2018: 1293-1296 - [c110]Yequan Wang, Aixin Sun, Jialong Han, Ying Liu, Xiaoyan Zhu:
Sentiment Analysis by Capsules. WWW 2018: 1165-1174 - 2017
- [c109]Xiaoshi Zhong, Aixin Sun, Erik Cambria:
Time Expression Analysis and Recognition Using Syntactic Token Types and General Heuristic Rules. ACL (1) 2017: 420-429 - [c108]Hongkui Tu, Zongyang Ma, Aixin Sun, Zhiqiang Xu, Xiaodong Wang:
Entity Recognition by Distant Supervision with Soft List Constraint. ADMA 2017: 681-694 - [c107]Feiheng Luo, Aixin Sun, Mojisola Erdt, Aravind Sesagiri Raamkumar, Yin-Leng Theng:
Exploring prestigious citations sourced from top universities across disciplines. ASIST 2017: 251-259 - [c106]Xin Zheng, Aixin Sun, Sibo Wang, Jialong Han:
Semi-Supervised Event-related Tweet Identification with Dynamic Keyword Generation. CIKM 2017: 1619-1628 - [c105]Minh C. Phan, Aixin Sun, Yi Tay, Jialong Han, Chenliang Li:
NeuPL: Attention-based Semantic Matching and Pair-Linking for Entity Disambiguation. CIKM 2017: 1667-1676 - [c104]Jianglei Han, Aixin Sun:
Mean Average Distance to Resolver: An Evaluation Metric for Ticket Routing in Expert Network. ICSME 2017: 594-602 - [c103]Minh C. Phan, Aixin Sun, Yi Tay:
Cross-Device User Linking: URL, Session, Visiting Time, and Device-log Embedding. SIGIR 2017: 933-936 - 2016
- [c102]Hongkui Tu, Zongyang Ma, Aixin Sun, Xiaodong Wang:
When MetaMap Meets Social Media in Healthcare: Are the Word Labels Correct? AIRS 2016: 356-362 - [c101]Chenliang Li, Jian Xing, Aixin Sun, Zongyang Ma:
Effective Document Labeling with Very Few Seed Words: A Topic Model Approach. CIKM 2016: 85-94 - [c100]Kaiqi Zhao, Gao Cong, Aixin Sun:
Annotating Points of Interest with Geo-tagged Tweets. CIKM 2016: 417-426 - [c99]Jialong Han, Kai Zheng, Aixin Sun, Shuo Shang, Ji-Rong Wen:
Discovering Neighborhood Pattern Queries by sample answers in knowledge base. ICDE 2016: 1014-1025 - [c98]Chenliang Li, Haoran Wang, Zhiqian Zhang, Aixin Sun, Zongyang Ma:
Topic Modeling for Short Texts with Auxiliary Word Embeddings. SIGIR 2016: 165-174 - [c97]Surendra Sedhai, Aixin Sun:
Effect of Spam on Hashtag Recommendation for Tweets. WWW (Companion Volume) 2016: 97-98 - [c96]Zongcheng Ji, Aixin Sun, Gao Cong, Jialong Han:
Joint Recognition and Linking of Fine-Grained Locations from Tweets. WWW 2016: 1271-1281 - 2015
- [c95]Zongyang Ma, Aixin Sun, Quan Yuan, Gao Cong:
A Tri-Role Topic Model for Domain-Specific Question Answering. AAAI 2015: 224-230 - [c94]Yangjie Yao, Aixin Sun:
A Study of Visual and Semantic Similarity for Social Image Search Recommendation. AIRS 2015: 347-357 - [c93]Jianglei Han, Naveen Nandan, Aixin Sun:
Did You Know? A Rule-Based Approach to Finding Similar Questions on Online Health Forums. ICHI 2015: 513-514 - [c92]Yong Liu, Peilin Zhao, Aixin Sun, Chunyan Miao:
A Boosting Algorithm for Item Recommendation with Implicit Feedback. IJCAI 2015: 1792-1798 - [c91]Surendra Sedhai, Aixin Sun:
HSpam14: A Collection of 14 Million Tweets for Hashtag-Oriented Spam Research. SIGIR 2015: 223-232 - 2014
- [c90]Quan Yuan, Gao Cong, Aixin Sun:
Graph-based Point-of-interest Recommendation with Geographical and Temporal Influences. CIKM 2014: 659-668 - [c89]Yong Liu, Wei Wei, Aixin Sun, Chunyan Miao:
Exploiting Geographical Neighborhood Characteristics for Location Recommendation. CIKM 2014: 739-748 - [c88]Zongyang Ma, Aixin Sun, Quan Yuan, Gao Cong:
Tagging Your Tweets: A Probabilistic Modeling of Hashtag Annotation in Twitter. CIKM 2014: 999-1008 - [c87]Chenliang Li, Aixin Sun:
Fine-grained location extraction from tweets with temporal awareness. SIGIR 2014: 43-52 - [c86]Longke Hu, Aixin Sun, Yong Liu:
Your neighbors affect your ratings: on geographical neighborhood influence to rating prediction. SIGIR 2014: 345-354 - [c85]Boon-Siew Seah, Sourav S. Bhowmick, Aixin Sun:
PRISM: concept-preserving social image search results summarization. SIGIR 2014: 737-746 - [c84]Surendra Sedhai, Aixin Sun:
Hashtag recommendation for hyperlinked tweets. SIGIR 2014: 831-834 - [c83]Aixin Sun, Chii-Hian Lou:
Towards context-aware search with right click. SIGIR 2014: 847-850 - [c82]Sourav S. Bhowmick, Aixin Sun, Ba Quan Truong:
Why not, WINE? WWW (Companion Volume) 2014: 83-86 - [c81]Boon-Siew Seah, Sourav S. Bhowmick, Aixin Sun:
Summarizing social image search results. WWW (Companion Volume) 2014: 369-370 - 2013
- [c80]Yangjie Yao, Aixin Sun:
Are Most-Viewed News Articles Most-Shared? AIRS 2013: 404-415 - [c79]Seyyedeh Newsha Ghoreishi, Aixin Sun:
Predicting event-relatedness of popular queries. CIKM 2013: 1193-1196 - [c78]Hui Li, Sourav S. Bhowmick, Aixin Sun:
CINEMA: conformity-aware greedy algorithm for influence maximization in online social networks. EDBT 2013: 323-334 - [c77]Quan Yuan, Gao Cong, Zongyang Ma, Aixin Sun, Nadia Magnenat-Thalmann:
Who, where, when and what: discover spatio-temporal topics for twitter users. KDD 2013: 605-613 - [c76]Sourav S. Bhowmick, Aixin Sun, Ba Quan Truong:
Why not, WINE?: towards answering why-not questions in social image search. ACM Multimedia 2013: 917-926 - [c75]Zichao Dai, Aixin Sun, Xu-Ying Liu:
Crest: Cluster-based Representation Enrichment for Short Text Classification. PAKDD (2) 2013: 256-267 - [c74]Quan Yuan, Gao Cong, Zongyang Ma, Aixin Sun, Nadia Magnenat-Thalmann:
Time-aware point-of-interest recommendation. SIGIR 2013: 363-372 - [c73]Chenliang Li, Aixin Sun, Jianshu Weng, Qi He:
Exploiting hybrid contexts for Tweet segmentation. SIGIR 2013: 523-532 - [c72]Ba Quan Truong, Sourav S. Bhowmick, Curtis E. Dyreson, Aixin Sun:
MESSIAH: missing element-conscious SLCA nodes search in XML data. SIGMOD Conference 2013: 37-48 - 2012
- [c71]Chenliang Li, Aixin Sun, Anwitaman Datta:
Twevent: segment-based event detection from tweets. CIKM 2012: 155-164 - [c70]Zongyang Ma, Aixin Sun, Quan Yuan, Gao Cong:
Topic-driven reader comments summarization. CIKM 2012: 265-274 - [c69]Ba Quan Truong, Aixin Sun, Sourav S. Bhowmick:
Content is still king: the effect of neighbor voting schemes on tag relevance for social image retrieval. ICMR 2012: 9 - [c68]Chenliang Li, Jianshu Weng, Qi He, Yuxia Yao, Anwitaman Datta, Aixin Sun, Bu-Sung Lee:
TwiNER: named entity recognition in targeted twitter stream. SIGIR 2012: 721-730 - [c67]Quan Yuan, Gao Cong, Aixin Sun, Chin-Yew Lin, Nadia Magnenat-Thalmann:
Category hierarchy maintenance: a data-driven approach. SIGIR 2012: 791-800 - [c66]Aixin Sun:
Short text classification using very few words. SIGIR 2012: 1145-1146 - [c65]Zongyang Ma, Aixin Sun, Gao Cong:
Will this #hashtag be popular tomorrow? SIGIR 2012: 1173-1174 - [c64]Ba Quan Truong, Aixin Sun, Sourav S. Bhowmick:
CASIS: a system for concept-aware social image search. WWW (Companion Volume) 2012: 425-428 - 2011
- [c63]Hui Li, Sourav S. Bhowmick, Aixin Sun:
CASINO: towards conformity-aware social influence analysis in online social networks. CIKM 2011: 1007-1012 - [c62]Aixin Sun, Sourav S. Bhowmick:
Managing Social Image Tags: Methods and Applications. DASFAA (2) 2011: 463-464 - [c61]Chenliang Li, Aixin Sun, Anwitaman Datta:
A Generalized Method for Word Sense Disambiguation Based on Wikipedia. ECIR 2011: 653-664 - [c60]Aixin Sun, Sourav S. Bhowmick, Jun-An Chong:
Social image tag recommendation by concept matching. ACM Multimedia 2011: 1181-1184 - [c59]Chenliang Li, Anwitaman Datta, Aixin Sun:
Semantic tag recommendation using concept model. SIGIR 2011: 1159-1160 - [c58]Aixin Sun, Anwitaman Datta, Ee-Peng Lim, Kuiyu Chang:
Visualizing and querying semantic social networks. SIGIR 2011: 1271-1272 - 2010
- [c57]Huynh Nhu Hop Quach, Khasfariyati Razikin, Dion Hoe-Lian Goh, Thi Nhu Quynh Kim, Tan Phat Pham, Yin Leng Theng, Ee-Peng Lim, Chew-Hung Chang, Kalyani Chatterjea, Aixin Sun:
Investigating Perceptions of a Location-Based Annotation System. AMT 2010: 232-242 - [c56]Hui Li, Sourav S. Bhowmick, Aixin Sun:
Affinity-driven prediction and ranking of products in online product review sites. CIKM 2010: 1745-1748 - [c55]Ee-Peng Lim, Agus Trisnajaya Kwee, Nelman Lubis Ibrahim, Aixin Sun, Anwitaman Datta, Kuiyu Chang, Maureen:
Visualizing and Exploring Evolving Information Networks in Wikipedia. ICADL 2010: 50-60 - [c54]Huynh Nhu Hop Quach, Dion Hoe-Lian Goh, Khasfariyati Razikin, Tan Phat Pham, Thi Nhu Quynh Kim, Yin Leng Theng, Ee-Peng Lim, Chew-Hung Chang, Kalyani Chatterjea, Aixin Sun:
Enhancing search in a geospatial multimedia annotation system. iiWAS 2010: 617-624 - [c53]Khasfariyati Razikin, Dion Hoe-Lian Goh, Ee-Peng Lim, Aixin Sun, Yin Leng Theng, Thi Nhu Quynh Kim, Kalyani Chatterjea, Chew-Hung Chang:
Managing Media Rich Geo-spatial Annotations for a Map-Based Mobile Application Using Clustering. ITNG 2010: 138-143 - [c52]Yi Zhang, Aixin Sun, Anwitaman Datta, Kuiyu Chang, Ee-Peng Lim:
Do Wikipedians follow domain experts?: a domain-specific study on Wikipedia knowledge building. JCDL 2010: 119-128 - [c51]Aixin Sun, Sourav S. Bhowmick:
Quantifying tag representativeness of visual content of social images. ACM Multimedia 2010: 471-480 - [c50]Viet-An Nguyen, Ee-Peng Lim, Hwee-Hoon Tan, Jing Jiang, Aixin Sun:
Do You Trust to Get Trust? A Study of Trust Reciprocity Behaviors and Reciprocal Trust Prediction. SDM 2010: 72-83 - 2009
- [c49]Ee-Peng Lim, Maureen, Nelman Lubis Ibrahim, Aixin Sun, Anwitaman Datta, Kuiyu Chang:
SSnetViz: a visualization engine for heterogeneous semantic social networks. ICEC 2009: 213-221 - [c48]Khasfariyati Razikin, Dion Hoe-Lian Goh, Yin Leng Theng, Quang Minh Nguyen, Thi Nhu Quynh Kim, Ee-Peng Lim, Chew-Hung Chang, Kalyani Chatterjea, Aixin Sun:
Sharing Mobile Multimedia Annotations to Support Inquiry-Based Learning Using MobiTOP. AMT 2009: 171-182 - [c47]Nan Ma, Ee-Peng Lim, Viet-An Nguyen, Aixin Sun, Haifeng Liu:
Trust relationship prediction using online product review data. CIKM-CNIKM 2009: 47-54 - [c46]Hui Li, Sourav S. Bhowmick, Aixin Sun:
Blog cascade affinity: analysis and prediction. CIKM 2009: 1117-1126 - [c45]Aixin Sun, Ee-Peng Lim, Ying Liu:
What makes categories difficult to classify?: a study on predicting classification performance for categories. CIKM 2009: 1891-1894 - [c44]Viet-An Nguyen, Ee-Peng Lim, Jing Jiang, Aixin Sun:
To Trust or Not to Trust? Predicting Online Trusts Using Trust Antecedent Framework. ICDM 2009: 896-901 - [c43]Thi Nhu Quynh Kim, Khasfariyati Razikin, Dion Hoe-Lian Goh, Yin Leng Theng, Quang Minh Nguyen, Ee-Peng Lim, Aixin Sun, Chew-Hung Chang, Kalyani Chatterjea:
Exploring Hierarchically Organized Georeferenced Multimedia Annotations in the MobiTOP System. ITNG 2009: 1355-1360 - [c42]Quang Minh Nguyen, Thi Nhu Quynh Kim, Dion Hoe-Lian Goh, Ee-Peng Lim, Yin Leng Theng, Kalyani Chatterjea, Chew-Hung Chang, Aixin Sun, Khasfariyati Razikin:
Sharing Hierarchical Mobile Multimedia Content Using the MobiTOP System. Mobile Data Management 2009: 637-642 - [c41]Aixin Sun, Sourav S. Bhowmick:
Image tag clarity: in search of visual-representative tags for social images. WSM@MM 2009: 19-26 - [c40]Aixin Sun, Anwitaman Datta:
On Stability, Clarity, and Co-occurrence of Self-Tagging. WSDM (Late Breaking-Results) 2009 - [c39]Maggy Anastasia Suryanto, Ee-Peng Lim, Aixin Sun, Roger H. L. Chiang:
Quality-aware collaborative question answering: methods and evaluation. WSDM 2009: 142-151 - 2008
- [c38]Linhong Zhu, Aixin Sun, Byron Choi:
Online spam-blog detection through blog search. CIKM 2008: 1347-1348 - [c37]Jinfeng Zhuang, Steven C. H. Hoi, Aixin Sun, Rong Jin:
Representative entry selection for profiling blogs. CIKM 2008: 1387-1388 - [c36]Quang Minh Nguyen, Thi Nhu Quynh Kim, Dion Hoe-Lian Goh, Yin Leng Theng, Ee-Peng Lim, Aixin Sun, Chew-Hung Chang, Kalyani Chatterjea:
TagNSearch: Searching and Navigating Geo-referenced Collections of Photographs. ECDL 2008: 62-73 - [c35]Maureen, Aixin Sun, Ee-Peng Lim, Anwitaman Datta, Kuiyu Chang:
On Visualizing Heterogeneous Semantic Networks from Multiple Data Sources. ICADL 2008: 266-275 - [c34]Thi Nhu Quynh Kim, Khasfariyati Razikin, Dion Hoe-Lian Goh, Quang Minh Nguyen, Yin Leng Theng, Ee-Peng Lim, Aixin Sun, Chew-Hung Chang, Kalyani Chatterjea:
MobiTOP: Accessing Hierarchically Organized Georeferenced Multimedia Annotations. ICADL 2008: 412-413 - [c33]Haifeng Liu, Ee-Peng Lim, Hady Wirawan Lauw, Minh-Tam Le, Aixin Sun, Jaideep Srivastava, Young Ae Kim:
Predicting trusts among users of online communities: an epinions case study. EC 2008: 310-319 - [c32]Jinfeng Zhuang, Steven C. H. Hoi, Aixin Sun:
On profiling blogs with representative entries. AND 2008: 55-62 - [c31]Meishan Hu, Aixin Sun, Ee-Peng Lim:
Comments-oriented document summarization: understanding documents with readers' feedback. SIGIR 2008: 291-298 - [c30]Aixin Sun, Meishan Hu, Ee-Peng Lim:
Searching blogs and news: a study on popular queries. SIGIR 2008: 729-730 - [c29]Meishan Hu, Aixin Sun, Ee-Peng Lim:
Event detection with common user interests. WIDM 2008: 1-8 - [c28]Ba-Quy Vuong, Ee-Peng Lim, Aixin Sun, Minh-Tam Le, Hady Wirawan Lauw:
On ranking controversies in wikipedia: models and evaluation. WSDM 2008: 171-182 - 2007
- [c27]Maggy Anastasia Suryanto, Ee-Peng Lim, Aixin Sun, Roger H. L. Chiang:
SLOQUE: slot-based query expansion for complex questions. CIMS 2007: 47-54 - [c26]Meiqun Hu, Ee-Peng Lim, Aixin Sun, Hady Wirawan Lauw, Ba-Quy Vuong:
Measuring article quality in wikipedia: models and evaluation. CIKM 2007: 243-252 - [c25]Meishan Hu, Aixin Sun, Ee-Peng Lim:
Comments-oriented blog summarization by sentence extraction. CIKM 2007: 901-904 - [c24]Ba-Quy Vuong, Ee-Peng Lim, Aixin Sun, Chew-Hung Chang, Kalyani Chatterjea, Dion Hoe-Lian Goh, Yin Leng Theng, Jun Zhang:
Key Element-Context Model: An Approach to Efficient Web Metadata Maintenance. ECDL 2007: 63-74 - [c23]Fiftarina Puspitasari, Ee-Peng Lim, Dion Hoe-Lian Goh, Chew-Hung Chang, Jun Zhang, Aixin Sun, Yin Leng Theng, Kalyani Chatterjea, Yuanyuan Li:
Social Navigation in Digital Libraries by Bookmarking. ICADL 2007: 297-306 - [c22]Aixin Sun, Maggy Anastasia Suryanto, Ying Liu:
Blog Classification Using Tags: An Empirical Study. ICADL 2007: 307-316 - [c21]Jiaming Zhan, Han Tong Loh, Ying Liu, Aixin Sun:
Automatic Text Summarization in Engineering Information Management. ICADL 2007: 347-350 - [c20]Yin Leng Theng, Kuah-Li Tan, Ee-Peng Lim, Jun Zhang, Dion Hoe-Lian Goh, Kalyani Chatterjea, Chew-Hung Chang, Aixin Sun, Han Yu, Nam Hai Dang, Yuanyuan Li, Minh Chanh Vo:
Mobile G-Portal supporting collaborative sharing and learning in geography fieldwork: an empirical study. JCDL 2007: 462-471 - [c19]Fiftarina Puspitasari, Ee-Peng Lim, Dion Hoe-Lian Goh, Chew-Hung Chang, Jun Zhang, Aixin Sun, Yin Leng Theng, Kalyani Chatterjea, Yuanyuan Li:
Social bookmarking in digital library systems: framework and case study. JCDL 2007: 488 - [c18]Minh Chanh Vo, Fiftarina Puspitasari, Ee-Peng Lim, Chew-Hung Chang, Yin Leng Theng, Dion Hoe-Lian Goh, Kalyani Chatterjea, Jun Zhang, Aixin Sun, Yuanyuan Li:
Mobile digital libraries for geography education. JCDL 2007: 511 - [c17]Meiqun Hu, Ee-Peng Lim, Aixin Sun, Hady Wirawan Lauw, Ba-Quy Vuong:
On improving wikipedia search using article quality. WIDM 2007: 145-152 - 2006
- [c16]Ee-Peng Lim, Zhe Wang, D. Sadeli, Yuanyuan Li, Chew-Hung Chang, Kalyani Chatterjea, Dion Hoe-Lian Goh, Yin Leng Theng, Jun Zhang, Aixin Sun:
Integration of Wikipedia and a Geography Digital Library. ICADL 2006: 449-458 - [c15]Aixin Sun, Mahbub Hassan, Mohammed Baseem Hassan, Peter Pham, Boualem Benatallah:
Fast and Scalable Access to Advance Resource Reservation Data in Future Cellular Networks. ICC 2006: 1837-1842 - [c14]Aixin Sun, Boualem Benatallah, Mohand-Said Hacid, Mahbub Hassan:
Querying E-Catalogs Using Content Summaries. OTM Conferences (1) 2006: 109-126 - [c13]Aixin Sun, Ee-Peng Lim, Boualem Benatallah, Mahbub Hassan:
FISA: Feature-Based Instance Selection for Imbalanced Text Classification. PAKDD 2006: 250-254 - [c12]Qiankun Zhao, Sourav S. Bhowmick, Aixin Sun:
iWed: An Integrated Multigraph Cut-Based Approach for Detecting Events from a Website. PAKDD 2006: 351-360 - [c11]Ee-Peng Lim, Ba-Quy Vuong, Hady Wirawan Lauw, Aixin Sun:
Measuring Qualities of Articles Contributed by Online Communities. Web Intelligence 2006: 81-87 - 2005
- [c10]Wenyuan Li, Kok-Leong Ong, Wee Keong Ng, Aixin Sun:
Spectral Kernels for Classification. DaWaK 2005: 520-529 - [c9]Dion Hoe-Lian Goh, Aixin Sun, Wenbo Zong, Dan Wu, Ee-Peng Lim, Yin Leng Theng, John G. Hedberg, Chew-Hung Chang:
Managing Geography Learning Objects Using Personalized Project Spaces in G-Portal. ECDL 2005: 336-343 - [c8]Wenbo Zong, Dan Wu, Aixin Sun, Ee-Peng Lim, Dion Hoe-Lian Goh:
On assigning place names to geography related web pages. JCDL 2005: 354-362 - [c7]Wenbo Zong, Dan Wu, Aixin Sun, Ee-Peng Lim, Dion Hoe-Lian Goh, Yin Leng Theng, John G. Hedberg, Chew-Hung Chang:
Personalized project space for managing metadata of geography learning objects. JCDL 2005: 403 - 2004
- [c6]Ee-Peng Lim, Aixin Sun, Zehua Liu, John G. Hedberg, Chew-Hung Chang, Tiong-Sa Teh, Dion Hoe-Lian Goh, Yin Leng Theng:
Supporting Field Study with Personalized Project Spaces in a Geographical Digital Library. ICADL 2004: 553-562 - 2003
- [c5]Aixin Sun, Ee-Peng Lim:
Web unit mining: finding and classifying subgraphs of web pages. CIKM 2003: 108-115 - [c4]Aixin Sun, Myo-Myo Naing, Ee-Peng Lim, Wai Lam:
Using Support Vector Machines for Terrorism Information Extraction. ISI 2003: 1-12 - 2002
- [c3]Aixin Sun, Ee-Peng Lim, Wee Keong Ng:
Personalized Classification for Keyword-Based Category Profiles. ECDL 2002: 61-74 - [c2]Aixin Sun, Ee-Peng Lim, Wee Keong Ng:
Web classification using support vector machine. WIDM 2002: 96-99 - 2001
- [c1]Aixin Sun, Ee-Peng Lim:
Hierarchical Text Classification and Evaluation. ICDM 2001: 521-528
Parts in Books or Collections
- 2011
- [p2]Aixin Sun, Sourav S. Bhowmick:
Quantifying Visual-Representativeness of Social Image Tags Using Image Tag Clarity. Social Media Modeling and Computing 2011: 3-23 - 2010
- [p1]Ee-Peng Lim, Aixin Sun, Anwitaman Datta, Kuiyu Chang:
Information Integration for Graph Databases. Link Mining 2010: 265-281
Editorship
- 2020
- [e6]Fu Lee Wang, Haoran Xie, Wai Lam, Aixin Sun, Lun-Wei Ku, Tianyong Hao, Wei Chen, Tak-Lam Wong, Xiaohui Tao:
Information Retrieval Technology - 15th Asia Information Retrieval Societies Conference, AIRS 2019, Hong Kong, November 7-9, 2019, Proceedings. Lecture Notes in Computer Science 12004, Springer 2020, ISBN 978-3-030-42834-1 [contents] - 2017
- [e5]Gao Cong, Wen-Chih Peng, Wei Emma Zhang, Chengliang Li, Aixin Sun:
Advanced Data Mining and Applications - 13th International Conference, ADMA 2017, Singapore, November 5-6, 2017, Proceedings. Lecture Notes in Computer Science 10604, Springer 2017, ISBN 978-3-319-69178-7 [contents] - [e4]Ee-Peng Lim, Marianne Winslett, Mark Sanderson, Ada Wai-Chee Fu, Jimeng Sun, J. Shane Culpepper, Eric Lo, Joyce C. Ho, Debora Donato, Rakesh Agrawal, Yu Zheng, Carlos Castillo, Aixin Sun, Vincent S. Tseng, Chenliang Li:
Proceedings of the 2017 ACM on Conference on Information and Knowledge Management, CIKM 2017, Singapore, November 06 - 10, 2017. ACM 2017, ISBN 978-1-4503-4918-5 [contents] - 2015
- [e3]Guido Zuccon, Shlomo Geva, Hideo Joho, Falk Scholer, Aixin Sun, Peng Zhang:
Information Retrieval Technology - 11th Asia Information Retrieval Societies Conference, AIRS 2015, Brisbane, QLD, Australia, December 2-4, 2015. Proceedings. Lecture Notes in Computer Science 9460, Springer 2015, ISBN 978-3-319-28939-7 [contents] - 2011
- [e2]Anwitaman Datta, Stuart W. Shulman, Baihua Zheng, Shou-De Lin, Aixin Sun, Ee-Peng Lim:
Social Informatics - Third International Conference, SocInfo 2011, Singapore, October 6-8, 2011. Proceedings. Lecture Notes in Computer Science 6984, Springer 2011, ISBN 978-3-642-24703-3 [contents] - 2008
- [e1]Ying Liu, Aixin Sun, Han Tong Loh, Wen Feng Lu, Ee-Peng Lim:
Advances of Computational Intelligence in Industrial Systems. Studies in Computational Intelligence 116, 2008, ISBN 978-3-540-78296-4 [contents]
Reference Works
- 2022
- [r1]Shuai Zhang, Yi Tay, Lina Yao, Aixin Sun, Ce Zhang:
Deep Learning for Recommender Systems. Recommender Systems Handbook 2022: 173-210
Informal and Other Publications
- 2024
- [i72]Chongzhi Zhang, Mingyuan Zhang, Zhiyang Teng, Jiayi Li, Xizhou Zhu, Lewei Lu, Ziwei Liu, Aixin Sun:
Multi-scale 2D Temporal Map Diffusion Models for Natural Language Video Localization. CoRR abs/2401.08232 (2024) - [i71]Mathieu Ravaut, Hao Zhang, Lu Xu, Aixin Sun, Yong Liu:
Parameter-Efficient Conversational Recommender System as a Language Processing Task. CoRR abs/2401.14194 (2024) - [i70]Yubo Ma, Zhibin Gou, Junheng Hao, Ruochen Xu, Shuohang Wang, Liangming Pan, Yujiu Yang, Yixin Cao, Aixin Sun, Hany Hassan Awadalla, Weizhu Chen:
SciAgent: Tool-augmented Language Models for Scientific Reasoning. CoRR abs/2402.11451 (2024) - [i69]Jiayu Li, Aixin Sun, Weizhi Ma, Peijie Sun, Min Zhang:
Recommender for Its Purpose: Repeat and Exploration in Food Delivery Recommendations. CoRR abs/2402.14440 (2024) - [i68]Siqi Fan, Xin Jiang, Xiang Li, Xuying Meng, Peng Han, Shuo Shang, Aixin Sun, Yequan Wang, Zhongyuan Wang:
Not all Layers of LLMs are Necessary during Inference. CoRR abs/2403.02181 (2024) - 2023
- [i67]Yubo Ma, Yixin Cao, YongChing Hong, Aixin Sun:
Large Language Model Is Not a Good Few-shot Information Extractor, but a Good Reranker for Hard Samples! CoRR abs/2303.08559 (2023) - [i66]Yequan Wang, Hengran Zhang, Aixin Sun, Xuying Meng:
GCRE-GPT: A Generative Model for Comparative Relation Extraction. CoRR abs/2303.08601 (2023) - [i65]Zihao Li, Aixin Sun, Chenliang Li:
DiffuRec: A Diffusion Model for Sequential Recommendation. CoRR abs/2304.00686 (2023) - [i64]Xiang Li, Xin Jiang, Xuying Meng, Aixin Sun, Yequan Wang:
FreeLM: Fine-Tuning-Free Language Model. CoRR abs/2305.01616 (2023) - [i63]Yubo Ma, Zehao Wang, Yixin Cao, Aixin Sun:
Few-shot Event Detection: An Empirical Study and a Unified View. CoRR abs/2305.01901 (2023) - [i62]Kuicai Dong, Aixin Sun, Jung-Jae Kim, Xiaoli Li:
Open Information Extraction via Chunks. CoRR abs/2305.03299 (2023) - [i61]Yitong Ji, Aixin Sun, Jie Zhang:
Retraining A Graph-based Recommender with Interests Disentanglement. CoRR abs/2305.03624 (2023) - [i60]Kuicai Dong, Aixin Sun, Jung-Jae Kim, Xiaoli Li:
Shall We Trust All Relational Tuples by Open Information Extraction? A Study on Speculation Detection. CoRR abs/2305.04181 (2023) - [i59]Xinze Li, Yixin Cao, Muhao Chen, Aixin Sun:
Take a Break in the Middle: Investigating Subgoals towards Hierarchical Script Generation. CoRR abs/2305.10907 (2023) - [i58]Fangkai Jiao, Zhiyang Teng, Shafiq R. Joty, Bosheng Ding, Aixin Sun, Zhengyuan Liu, Nancy F. Chen:
LogicLLM: Exploring Self-supervised Logic-enhanced Training for Large Language Models. CoRR abs/2305.13718 (2023) - [i57]Jing Wang, Aixin Sun, Hao Zhang, Xiaoli Li:
MS-DETR: Natural Language Video Localization with Sampling Moment-Moment Interaction. CoRR abs/2305.18969 (2023) - [i56]Chen Chen, Yufei Wang, Aixin Sun, Bing Li, Kwok-Yan Lam:
Dipping PLMs Sauce: Bridging Structure and Text for Effective Knowledge Graph Completion via Conditional Soft Prompting. CoRR abs/2307.01709 (2023) - [i55]Guoxiu He, Aixin Sun, Wei Lu:
Research Explosion: More Effort to Climb onto Shoulders of the Giant. CoRR abs/2307.06506 (2023) - [i54]Yu-chen Fan, Yitong Ji, Jie Zhang, Aixin Sun:
Our Model Achieves Excellent Performance on MovieLens: What Does it Mean? CoRR abs/2307.09985 (2023) - [i53]Xiang Li, Yiqun Yao, Xin Jiang, Xuezhi Fang, Xuying Meng, Siqi Fan, Peng Han, Jing Li, Li Du, Bowen Qin, Zheng Zhang, Aixin Sun, Yequan Wang:
FLM-101B: An Open LLM and How to Train It with $100K Budget. CoRR abs/2309.03852 (2023) - [i52]Yu Cheng, Yunzhu Pan, Jiaqi Zhang, Yongxin Ni, Aixin Sun, Fajie Yuan:
An Image Dataset for Benchmarking Recommender Systems with Raw Pixels. CoRR abs/2309.06789 (2023) - [i51]Xinze Li, Yixin Cao, Liangming Pan, Yubo Ma, Aixin Sun:
Towards Verifiable Generation: A Benchmark for Knowledge-aware Language Model Attribution. CoRR abs/2310.05634 (2023) - [i50]Mathieu Ravaut, Shafiq Joty, Aixin Sun, Nancy F. Chen:
On Position Bias in Summarization with Large Language Models. CoRR abs/2310.10570 (2023) - 2022
- [i49]Grace E. Lee, Aixin Sun:
Towards Reducing Manual Workload in Technology-Assisted Reviews: Estimating Ranking Performance. CoRR abs/2201.05648 (2022) - [i48]Hao Zhang, Aixin Sun, Wei Jing, Joey Tianyi Zhou:
The Elements of Temporal Sentence Grounding in Videos: A Survey and Future Directions. CoRR abs/2201.08071 (2022) - [i47]Ting Lin, Aixin Sun, Yequan Wang:
Aspect-based Sentiment Analysis through EDU-level Attentions. CoRR abs/2202.02535 (2022) - [i46]Yequan Wang, Xuying Meng, Yiyi Liu, Aixin Sun, Yao Wang, Yinhe Zheng, Minlie Huang:
Chat-Capsule: A Hierarchical Capsule for Dialog-level Emotion Analysis. CoRR abs/2203.12254 (2022) - [i45]Yitong Ji, Aixin Sun, Jie Zhang, Chenliang Li:
Recommender May Not Favor Loyal Users. CoRR abs/2204.05927 (2022) - [i44]Fuzhao Xue, Jianghai Chen, Aixin Sun, Xiaozhe Ren, Zangwei Zheng, Xiaoxin He, Xin Jiang, Yang You:
Deeper vs Wider: A Revisit of Transformer Configuration. CoRR abs/2205.10505 (2022) - [i43]Shaowen Zhou, Bowen Yu, Aixin Sun, Cheng Long, Jingyang Li, Jian Sun:
A Survey on Neural Open Information Extraction: Current Status and Future Directions. CoRR abs/2205.11725 (2022) - [i42]Xinyu Zou, Zhi Hu, Yiming Zhao, Xuchu Ding, Zhongyi Liu, Chenliang Li, Aixin Sun:
Automatic Expert Selection for Multi-Scenario and Multi-Task Search. CoRR abs/2205.14321 (2022) - [i41]Yequan Wang, Xiang Li, Aixin Sun, Xuying Meng, Huaming Liao, Jiafeng Guo:
CofeNet: Context and Former-Label Enhanced Net for Complicated Quotation Extraction. CoRR abs/2209.09432 (2022) - [i40]Aixin Sun:
From Counter-intuitive Observations to a Fresh Look at Recommender System. CoRR abs/2210.04149 (2022) - [i39]Yequan Wang, Jiawen Deng, Aixin Sun, Xuying Meng:
Perplexity from PLM Is Unreliable for Evaluating Text Quality. CoRR abs/2210.05892 (2022) - [i38]Kuicai Dong, Aixin Sun, Jung-Jae Kim, Xiaoli Li:
Syntactic Multi-view Learning for Open Information Extraction. CoRR abs/2212.02068 (2022) - [i37]Mengying Yu, Aixin Sun:
Dataset vs Reality: Understanding Model Performance from the Perspective of Information Need. CoRR abs/2212.02726 (2022) - 2021
- [i36]Hao Zhang, Aixin Sun, Wei Jing, Liangli Zhen, Joey Tianyi Zhou, Rick Siow Mong Goh:
Natural Language Video Localization: A Revisit in Span-based Question Answering Framework. CoRR abs/2102.13558 (2021) - [i35]Xiaocong Chen, Lina Yao, Xianzhi Wang, Aixin Sun, Wenjie Zhang, Quan Z. Sheng:
Generative Adversarial Reward Learning for Generalized Behavior Tendency Inference. CoRR abs/2105.00822 (2021) - [i34]Kuicai Dong, Yilin Zhao, Aixin Sun, Jung-Jae Kim, Xiaoli Li:
DocOIE: A Document-level Context-Aware Dataset for OpenIE. CoRR abs/2105.04271 (2021) - [i33]Hao Zhang, Aixin Sun, Wei Jing, Guoshun Nan, Liangli Zhen, Joey Tianyi Zhou, Rick Siow Mong Goh:
Video Corpus Moment Retrieval with Contrastive Learning. CoRR abs/2105.06247 (2021) - [i32]Hao Zhang, Aixin Sun, Wei Jing, Liangli Zhen, Joey Tianyi Zhou, Rick Siow Mong Goh:
Parallel Attention Network with Sequence Matching for Video Grounding. CoRR abs/2105.08481 (2021) - [i31]Xin Zhou, Aixin Sun, Yong Liu, Jie Zhang, Chunyan Miao:
SelfCF: A Simple Framework for Self-supervised Collaborative Filtering. CoRR abs/2107.03019 (2021) - [i30]Yiyi Liu, Yequan Wang, Aixin Sun, Zheng Zhang, Jiafeng Guo, Xuying Meng:
A Dual-Channel Framework for Sarcasm Recognition by Detecting Sentiment Conflict. CoRR abs/2109.03587 (2021) - [i29]Hao Zhang, Aixin Sun, Wei Jing, Joey Tianyi Zhou:
Towards Debiasing Temporal Sentence Grounding in Video. CoRR abs/2111.04321 (2021) - [i28]Chen Zhe, Aixin Sun:
DP-GCN: Node Classification Based on Both Connectivity and Topology Structure Convolutions for Risky Seller Detection. CoRR abs/2112.04757 (2021) - [i27]Grace E. Lee, Aixin Sun:
Mirror Matching: Document Matching Approach in Seed-driven Document Ranking for Medical Systematic Reviews. CoRR abs/2112.14318 (2021) - 2020
- [i26]Jianglei Han, Jing Li, Aixin Sun:
UFTR: A Unified Framework for Ticket Routing. CoRR abs/2003.00703 (2020) - [i25]Keke Huang, Jing Tang, Kai Han, Xiaokui Xiao, Wei Chen, Aixin Sun, Xueyan Tang, Andrew Lim:
Efficient Approximation Algorithms for Adaptive Influence Maximization. CoRR abs/2004.06469 (2020) - [i24]Hao Zhang, Aixin Sun, Wei Jing, Joey Tianyi Zhou:
Span-based Localizing Network for Natural Language Video Localization. CoRR abs/2004.13931 (2020) - [i23]Cheng Zhao, Chenliang Li, Rong Xiao, Hongbo Deng, Aixin Sun:
CATN: Cross-Domain Recommendation for Cold-Start Users via Aspect Transfer Network. CoRR abs/2005.10549 (2020) - [i22]Yitong Ji, Aixin Sun, Jie Zhang, Chenliang Li:
A Re-visit of the Popularity Baseline in Recommender Systems. CoRR abs/2005.13829 (2020) - [i21]Yitong Ji, Aixin Sun, Jie Zhang, Chenliang Li:
On Offline Evaluation of Recommender Systems. CoRR abs/2010.11060 (2020) - [i20]Xiaocong Chen, Lina Yao, Aixin Sun, Xianzhi Wang, Xiwei Xu, Liming Zhu:
Generative Inverse Deep Reinforcement Learning for Online Recommendation. CoRR abs/2011.02248 (2020) - [i19]Fuzhao Xue, Aixin Sun, Hao Zhang, Eng Siong Chng:
GDPNet: Refining Latent Multi-View Graph for Relation Extraction. CoRR abs/2012.06780 (2020) - [i18]Fuzhao Xue, Aixin Sun, Hao Zhang, Eng Siong Chng:
An Embarrassingly Simple Model for Dialogue Relation Extraction. CoRR abs/2012.13873 (2020) - 2019
- [i17]Grace E. Lee, Aixin Sun:
Understanding Stability of Medical Concept Embeddings: Analysis and Prediction. CoRR abs/1904.09552 (2019) - [i16]Grace E. Lee, Aixin Sun:
A Study on Agreement in PICO Span Annotations. CoRR abs/1904.09557 (2019) - [i15]Jiaxin Pei, Aixin Sun, Chenliang Li:
Targeted Sentiment Analysis: A Data-Driven Categorization. CoRR abs/1905.03423 (2019) - [i14]Shuai Zhang, Yi Tay, Lina Yao, Bin Wu, Aixin Sun:
DeepRec: An Open-source Toolkit for Deep Learning based Recommendation. CoRR abs/1905.10536 (2019) - [i13]Chujie Zheng, Minlie Huang, Aixin Sun:
ChID: A Large-scale Chinese IDiom Dataset for Cloze Test. CoRR abs/1906.01265 (2019) - [i12]Jing Tang, Keke Huang, Xiaokui Xiao, Laks V. S. Lakshmanan, Xueyan Tang, Aixin Sun, Andrew Lim:
Efficient Approximation Algorithms for Adaptive Seed Minimization. CoRR abs/1907.09668 (2019) - [i11]Keke Huang, Jing Tang, Xiaokui Xiao, Aixin Sun, Andrew Lim:
Efficient Approximation Algorithms for Adaptive Target Profit Maximization. CoRR abs/1910.13073 (2019) - [i10]Jialong Han, Aixin Sun, Haisong Zhang, Chenliang Li, Shuming Shi:
CASE: Context-Aware Semantic Expansion. CoRR abs/1912.13194 (2019) - 2018
- [i9]Minh C. Phan, Aixin Sun, Yi Tay, Jialong Han, Chenliang Li:
Pair-Linking for Collective Entity Disambiguation: Two Could Be Better Than All. CoRR abs/1802.01074 (2018) - [i8]Shuai Zhang, Lina Yao, Aixin Sun, Sen Wang, Guodong Long, Manqing Dong:
NeuRec: On Nonlinear Transformation for Personalized Ranking. CoRR abs/1805.03002 (2018) - [i7]Shuai Zhang, Yi Tay, Lina Yao, Aixin Sun:
Next Item Recommendation with Self-Attention. CoRR abs/1808.06414 (2018) - [i6]Jing Li, Aixin Sun, Jianglei Han, Chenliang Li:
A Survey on Deep Learning for Named Entity Recognition. CoRR abs/1812.09449 (2018) - 2017
- [i5]Surendra Sedhai, Aixin Sun:
Semi-Supervised Spam Detection in Twitter Stream. CoRR abs/1702.01032 (2017) - [i4]Zhiqian Zhang, Chenliang Li, Zhiyong Wu, Aixin Sun, Dengpan Ye, Xiangyang Luo:
NEXT: A Neural Network Framework for Next POI Recommendation. CoRR abs/1704.04576 (2017) - [i3]Xin Zheng, Jialong Han, Aixin Sun:
A Survey of Location Prediction on Twitter. CoRR abs/1705.03172 (2017) - [i2]Shuai Zhang, Lina Yao, Aixin Sun:
Deep Learning based Recommender System: A Survey and New Perspectives. CoRR abs/1707.07435 (2017) - 2016
- [i1]Ali Shemshadi, Quan Z. Sheng, Wei Emma Zhang, Aixin Sun, Yongrui Qin, Lina Yao:
Searching for the Internet of Things on the Web: Where It Is and What It Looks Like. CoRR abs/1607.06884 (2016)
Coauthor Index
[j15] [j9] [j7] [j6] [j5] [j4] [j2] [j1] [c58] [c57] [c55] [c54] [c53] [c52] [c50] [c49] [c48] [c47] [c45] [c44] [c43] [c42] [c39] [c36] [c35] [c34] [c33] [c31] [c30] [c29] [c28] [c27] [c26] [c25] [c24] [c23] [c20] [c19] [c18] [c17] [c16] [c13] [c11] [c9] [c8] [c7] [c6] [c5] [c4] [c3] [c2] [c1] [p1] [e4] [e2] [e1]
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