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Aixin Sun

Publication record assembled from the DBLP archive of ranked conferences.

Papers indexed

144

Venues

30

Active years

2001–2026

Best venue rank

A*

Where they publish

Papers

144 indexed papers, newest first.

YearVenueTitleAuthors
2026ACLIf an LLM Were a Character, Would It Know Its Own Story? Evaluating Lifelong Learning in LLMs.Siqi Fan, Xiusheng Huang, Yiqun Yao, Xuezhi Fang, Kang Liu, Peng Han, Shuo Shang, Aixin Sun, Yequan Wang
2026ACLCan LLM Safety Be Ensured by Constraining Parameter Regions?Zongmin Li, Jian Su, Farah Benamara, Aixin Sun
2026CHIHesitation and Tolerance in Recommender Systems.Kuan Zou, Aixin Sun, Yitong Ji, Hao Zhang, Jing Wang, Zhuohao (Jerry) Zhang, Xuemeng Jiang
2026WWWOneTrans: Unified Feature Interaction and Sequence Modeling with One Transformer in Industrial Recommender.Zhaoqi Zhang, Haolei Pei, Jun Guo, Tianyu Wang, Yufei Feng, Hui Sun, Shaowei Liu, Aixin Sun
2026SIGIRRecNextEval: A Reference Implementation for Temporal Next-Batch Recommendation Evaluation.Tze-Kean Ng, Joshua Teng-Khing Khoo, Aixin Sun
2025ACLTowards Storage-Efficient Visual Document Retrieval: An Empirical Study on Reducing Patch-Level Embeddings.Yubo Ma, Jinsong Li, Yuhang Zang, Xiaobao Wu, Xiaoyi Dong, Pan Zhang, Yuhang Cao, Haodong Duan, Jiaqi Wang, Yixin Cao, Aixin Sun
2025ICASSPPunctuation Restoration: A Case Study of BERT-Based Models' Task-Specific Excellence.Qishuai Zhong, Aixin Sun
2025IJCAINot All Layers of LLMs Are Necessary During Inference.Siqi Fan, Xin Jiang, Xiang Li, Xuying Meng, Peng Han, Shuo Shang, Aixin Sun, Yequan Wang
2024ACLTowards Verifiable Generation: A Benchmark for Knowledge-aware Language Model Attribution.Xinze Li, Yixin Cao, Liangming Pan, Yubo Ma, Aixin Sun
2024ACLOn Context Utilization in Summarization with Large Language Models.Mathieu Ravaut, Aixin Sun, Nancy F. Chen, Shafiq Joty
2024COLINGHumans Need Context, What about Machines? Investigating Conversational Context in Abusive Language Detection.Tom Bourgeade, Zongmin Li, Farah Benamara, Vronique Moriceau, Jian Su, Aixin Sun
2024EACLParameter-Efficient Conversational Recommender System as a Language Processing Task.Mathieu Ravaut, Hao Zhang, Lu Xu, Aixin Sun, Yong Liu
2024EMNLPSciAgent: Tool-augmented Language Models for Scientific Reasoning.Yubo Ma, Zhibin Gou, Junheng Hao, Ruochen Xu, Shuohang Wang, Liangming Pan, Yujiu Yang, Yixin Cao, Aixin Sun
2024RecSysNot All Videos Become Outdated: Short-Video Recommendation by Learning to Deconfound Release Interval Bias.Lulu Dong, Guoxiu He, Aixin Sun
2024RecSysRight Tool, Right Job: Recommendation for Repeat and Exploration Consumption in Food Delivery.Jiayu Li, Aixin Sun, Weizhi Ma, Peijie Sun, Min Zhang
2024SDMAn Image Dataset for Benchmarking Recommender Systems with Raw Pixels.Yu Cheng, Yunzhu Pan, Jiaqi Zhang, Yongxin Ni, Aixin Sun, Fajie Yuan
2023ACLA Synthetic Data Generation Framework for Grounded Dialogues.Jianzhu Bao, Rui Wang, Yasheng Wang, Aixin Sun, Yitong Li, Fei Mi, Ruifeng Xu
2023ACLDipping PLMs Sauce: Bridging Structure and Text for Effective Knowledge Graph Completion via Conditional Soft Prompting.Chen Chen, Yufei Wang, Aixin Sun, Bing Li, Kwok-Yan Lam
2023ACLMS-DETR: Natural Language Video Localization with Sampling Moment-Moment Interaction.Jing Wang, Aixin Sun, Hao Zhang, Xiaoli Li
2023ACLTake a Break in the Middle: Investigating Subgoals towards Hierarchical Script Generation.Xinze Li, Yixin Cao, Muhao Chen, Aixin Sun
2023ACLFew-shot Event Detection: An Empirical Study and a Unified View.Yubo Ma, Zehao Wang, Yixin Cao, Aixin Sun
2023ACLNegation Scope Refinement via Boundary Shift Loss.Yin Wu, Aixin Sun
2023CIKMThe 1st Workshop on Recommendation with Generative Models.Wenjie Wang, Yong Liu, Yang Zhang, Weiwen Liu, Fuli Feng, Xiangnan He, Aixin Sun
2023EMNLPOpen Information Extraction via Chunks.Kuicai Dong, Aixin Sun, Jung-Jae Kim, Xiaoli Li
2023EMNLPFrom Speculation Detection to Trustworthy Relational Tuples in Information Extraction.Kuicai Dong, Aixin Sun, Jung-Jae Kim, Xiaoli Li
2023EMNLPLarge Language Model Is Not a Good Few-shot Information Extractor, but a Good Reranker for Hard Samples!Yubo Ma, Yixin Cao, Yong Hong, Aixin Sun
2023ICDEA Survey on Deep Learning for Named Entity Recognition : Extended Abstract.Jing Li, Aixin Sun, Jianglei Han, Chenliang Li
2023ICMLA Study on Transformer Configuration and Training Objective.Fuzhao Xue, Jianghai Chen, Aixin Sun, Xiaozhe Ren, Zangwei Zheng, Xiaoxin He, Yongming Chen, Xin Jiang, Yang You
2023RecSysOn Challenges of Evaluating Recommender Systems in an Offline Setting.Aixin Sun
2023SIGIRTake a Fresh Look at Recommender Systems from an Evaluation Standpoint.Aixin Sun
2023SIGIRA Preference Learning Decoupling Framework for User Cold-Start Recommendation.Chunyang Wang, Yanmin Zhu, Aixin Sun, Zhaobo Wang, Ke Wang
2023WSDMDOCoR: Document-level OpenIE with Coreference Resolution.Shan Jie Yong, Kuicai Dong, Aixin Sun
2022ACLMMEKG: Multi-modal Event Knowledge Graph towards Universal Representation across Modalities.Yubo Ma, Zehao Wang, Mukai Li, Yixin Cao, Meiqi Chen, Xinze Li, Wenqi Sun, Kunquan Deng, Kun Wang, Aixin Sun, Jing Shao
2022COLINGCofeNet: Context and Former-Label Enhanced Net for Complicated Quotation Extraction.Yequan Wang, Xiang Li, Aixin Sun, Xuying Meng, Huaming Liao, Jiafeng Guo
2022EMNLPSyntactic Multi-view Learning for Open Information Extraction.Kuicai Dong, Aixin Sun, Jung-Jae Kim, Xiaoli Li
2022EMNLPCORT: A New Baseline for Comparative Opinion Classification by Dual Prompts.Yequan Wang, Hengran Zhang, Aixin Sun, Xuying Meng
2022ICASSPAn Embarrassingly Simple Model for Dialogue Relation Extraction.Fuzhao Xue, Aixin Sun, Hao Zhang, Jinjie Ni, Eng Siong Chng
2022IJCAIA Survey on Neural Open Information Extraction: Current Status and Future Directions.Shaowen Zhou, Bowen Yu, Aixin Sun, Cheng Long, Jingyang Li, Jian Sun
2022ICTIRDo Loyal Users Enjoy Better Recommendations?: Understanding Recommender Accuracy from a Time Perspective.Yitong Ji, Aixin Sun, Jie Zhang, Chenliang Li
2022NAACLA Dual-Channel Framework for Sarcasm Recognition by Detecting Sentiment Conflict.Yiyi Liu, Yequan Wang, Aixin Sun, Xuying Meng, Jing Li, Jiafeng Guo
2022PAKDDAspect-Based Sentiment Analysis Through EDU-Level Attentions.Ting Lin, Aixin Sun, Yequan Wang
2022SIGIRAn Attribute-Driven Mirror Graph Network for Session-based Recommendation.Siqi Lai, Erli Meng, Fan Zhang, Chenliang Li, Bin Wang, Aixin Sun
2022SIGIRAutomatic Expert Selection for Multi-Scenario and Multi-Task Search.Xinyu Zou, Zhi Hu, Yiming Zhao, Xuchu Ding, Zhongyi Liu, Chenliang Li, Aixin Sun
2022SIGIRImproving Conversational Recommender Systems via Transformer-based Sequential Modelling.Jie Zou, Evangelos Kanoulas, Pengjie Ren, Zhaochun Ren, Aixin Sun, Cheng Long
2021AAAIGDPNet: Refining Latent Multi-View Graph for Relation Extraction.Fuzhao Xue, Aixin Sun, Hao Zhang, Eng Siong Chng
2021ACLDocOIE: A Document-level Context-Aware Dataset for OpenIE.Kuicai Dong, Yilin Zhao, Aixin Sun, Jung-Jae Kim, Xiaoli Li
2021ACLParallel Attention Network with Sequence Matching for Video Grounding.Hao Zhang, Aixin Sun, Wei Jing, Liangli Zhen, Joey Tianyi Zhou, Rick Siow Mong Goh
2021CIKMGenerative Inverse Deep Reinforcement Learning for Online Recommendation.Xiaocong Chen, Lina Yao, Aixin Sun, Xianzhi Wang, Xiwei Xu, Liming Zhu
2021WWWTweet-aware News Summarization with Dual-Attention Mechanism.Xin Zheng, Aixin Sun, Karthik Muthuswamy
2021SIGIRVideo Corpus Moment Retrieval with Contrastive Learning.Hao Zhang, Aixin Sun, Wei Jing, Guoshun Nan, Liangli Zhen, Joey Tianyi Zhou, Rick Siow Mong Goh
2020AAAICASE: Context-Aware Semantic Expansion.Jialong Han, Aixin Sun, Haisong Zhang, Chenliang Li, Shuming Shi
2020ACLSpan-based Localizing Network for Natural Language Video Localization.Hao Zhang, Aixin Sun, Wei Jing, Joey Tianyi Zhou
2020ICDEEfficient Approximation Algorithms for Adaptive Target Profit Maximization.Keke Huang, Jing Tang, Xiaokui Xiao, Aixin Sun, Andrew Lim
2020ICDMAnomaly Detection on Dynamic Bipartite Graph with Burstiness.Zhe Chen, Aixin Sun
2020ICTIRSentiment Prediction using Attention on User-Specific Rating Distribution.Ting Lin, Aixin Sun
2020SIGIRA Re-visit of the Popularity Baseline in Recommender Systems.Yitong Ji, Aixin Sun, Jie Zhang, Chenliang Li
2020SIGIRCATN: Cross-Domain Recommendation for Cold-Start Users via Aspect Transfer Network.Cheng Zhao, Chenliang Li, Rong Xiao, Hongbo Deng, Aixin Sun
2019ACLRobust Representation Learning of Biomedical Names.Minh C. Phan, Aixin Sun, Yi Tay
2019ACLChID: A Large-scale Chinese IDiom Dataset for Cloze Test.Chujie Zheng, Minlie Huang, Aixin Sun
2019EMNLPSubtopic-driven Multi-Document Summarization.Xin Zheng, Aixin Sun, Jing Li, Karthik Muthuswamy
2019ICDEAUC-MF: Point of Interest Recommendation with AUC Maximization.Peng Han, Shuo Shang, Aixin Sun, Peilin Zhao, Kai Zheng, Panos Kalnis
2019IJCAIDeepRec: An Open-source Toolkit for Deep Learning based Recommendation.Shuai Zhang, Yi Tay, Lina Yao, Bin Wu, Aixin Sun
2019KDDCommunity Detection on Large Complex Attribute Network.Zhe Chen, Aixin Sun, Xiaokui Xiao
2019WWWLearning Travel Time Distributions with Deep Generative Model.Xiucheng Li, Gao Cong, Aixin Sun, Yun Cheng
2019WWWAspect-level Sentiment Analysis using AS-Capsules.Yequan Wang, Aixin Sun, Minlie Huang, Xiaoyan Zhu
2019SIGIRA Study on Agreement in PICO Span Annotations.Grace E. Lee, Aixin Sun
2019SIGMODEfficient Approximation Algorithms for Adaptive Seed Minimization.Jing Tang, Keke Huang, Xiaokui Xiao, Laks V. S. Lakshmanan, Xueyan Tang, Aixin Sun, Andrew Lim
2018CIKMTowards Effective Extraction and Linking of Software Mentions from User-Generated Support Tickets.Jianglei Han, Ka Hian Goh, Aixin Sun, Mohammad Akbari
2018ICDELinking Fine-Grained Locations in User Comments (Extended Abstract).Jialong Han, Aixin Sun, Gao Cong, Wayne Xin Zhao, Zongcheng Ji, Minh C. Phan
2018IJCAISegBot: A Generic Neural Text Segmentation Model with Pointer Network.Jing Li, Aixin Sun, Shafiq R. Joty
2018IJCAINeuRec: On Nonlinear Transformation for Personalized Ranking.Shuai Zhang, Lina Yao, Aixin Sun, Sen Wang, Guodong Long, Manqing Dong
2018WWWSentiment Analysis by Capsules.Yequan Wang, Aixin Sun, Jialong Han, Ying Liu, Xiaoyan Zhu
2018SIGIRSeed-driven Document Ranking for Systematic Reviews in Evidence-Based Medicine.Grace E. Lee, Aixin Sun
2018SIGIRAPI Caveat Explorer - Surfacing Negative Usages from Practice: An API-oriented Interactive Exploratory Search System for Programmers.Jing Li, Aixin Sun, Zhenchang Xing, Lei Han
2018SIGIRCoNEREL: Collective Information Extraction in News Articles.Minh C. Phan, Aixin Sun
2018SIGIRKilling Two Birds With One Stone: Concurrent Ranking of Tags and Comments of Social Images.Boon-Siew Seah, Aixin Sun, Sourav S. Bhowmick
2017ACLTime Expression Analysis and Recognition Using Syntactic Token Types and General Heuristic Rules.Xiaoshi Zhong, Aixin Sun, Erik Cambria
2017ADMAEntity Recognition by Distant Supervision with Soft List Constraint.Hongkui Tu, Zongyang Ma, Aixin Sun, Zhiqiang Xu, Xiaodong Wang
2017CIKMNeuPL: Attention-based Semantic Matching and Pair-Linking for Entity Disambiguation.Minh C. Phan, Aixin Sun, Yi Tay, Jialong Han, Chenliang Li
2017CIKMSemi-Supervised Event-related Tweet Identification with Dynamic Keyword Generation.Xin Zheng, Aixin Sun, Sibo Wang, Jialong Han
2017SIGIRCross-Device User Linking: URL, Session, Visiting Time, and Device-log Embedding.Minh C. Phan, Aixin Sun, Yi Tay
2016CIKMEffective Document Labeling with Very Few Seed Words: A Topic Model Approach.Chenliang Li, Jian Xing, Aixin Sun, Zongyang Ma
2016CIKMAnnotating Points of Interest with Geo-tagged Tweets.Kaiqi Zhao, Gao Cong, Aixin Sun
2016ICDEDiscovering Neighborhood Pattern Queries by sample answers in knowledge base.Jialong Han, Kai Zheng, Aixin Sun, Shuo Shang, Ji-Rong Wen
2016WWWJoint Recognition and Linking of Fine-Grained Locations from Tweets.Zongcheng Ji, Aixin Sun, Gao Cong, Jialong Han
2016WWWEffect of Spam on Hashtag Recommendation for Tweets.Surendra Sedhai, Aixin Sun
2016SIGIRTopic Modeling for Short Texts with Auxiliary Word Embeddings.Chenliang Li, Haoran Wang, Zhiqian Zhang, Aixin Sun, Zongyang Ma
2015AAAIA Tri-Role Topic Model for Domain-Specific Question Answering.Zongyang Ma, Aixin Sun, Quan Yuan, Gao Cong
2015IJCAIA Boosting Algorithm for Item Recommendation with Implicit Feedback.Yong Liu, Peilin Zhao, Aixin Sun, Chunyan Miao
2015SIGIRHSpam14: A Collection of 14 Million Tweets for Hashtag-Oriented Spam Research.Surendra Sedhai, Aixin Sun
2014CIKMExploiting Geographical Neighborhood Characteristics for Location Recommendation.Yong Liu, Wei Wei, Aixin Sun, Chunyan Miao
2014CIKMTagging Your Tweets: A Probabilistic Modeling of Hashtag Annotation in Twitter.Zongyang Ma, Aixin Sun, Quan Yuan, Gao Cong
2014CIKMGraph-based Point-of-interest Recommendation with Geographical and Temporal Influences.Quan Yuan, Gao Cong, Aixin Sun
2014WWWWhy not, WINE?Sourav S. Bhowmick, Aixin Sun, Ba Quan Truong
2014WWWSummarizing social image search results.Boon-Siew Seah, Sourav S. Bhowmick, Aixin Sun
2014SIGIRYour neighbors affect your ratings: on geographical neighborhood influence to rating prediction.Longke Hu, Aixin Sun, Yong Liu
2014SIGIRFine-grained location extraction from tweets with temporal awareness.Chenliang Li, Aixin Sun
2014SIGIRPRISM: concept-preserving social image search results summarization.Boon-Siew Seah, Sourav S. Bhowmick, Aixin Sun
2014SIGIRHashtag recommendation for hyperlinked tweets.Surendra Sedhai, Aixin Sun
2014SIGIRTowards context-aware search with right click.Aixin Sun, Chii-Hian Lou
2013CIKMPredicting event-relatedness of popular queries.Seyyedeh Newsha Ghoreishi, Aixin Sun
2013EDBTCINEMA: conformity-aware greedy algorithm for influence maximization in online social networks.Hui Li, Sourav S. Bhowmick, Aixin Sun
2013KDDWho, where, when and what: discover spatio-temporal topics for twitter users.Quan Yuan, Gao Cong, Zongyang Ma, Aixin Sun, Nadia Magnenat-Thalmann
2013PAKDDCrest: Cluster-based Representation Enrichment for Short Text Classification.Zichao Dai, Aixin Sun, Xu-Ying Liu
2013SIGIRExploiting hybrid contexts for Tweet segmentation.Chenliang Li, Aixin Sun, Jianshu Weng, Qi He
2013SIGIRTime-aware point-of-interest recommendation.Quan Yuan, Gao Cong, Zongyang Ma, Aixin Sun, Nadia Magnenat-Thalmann
2013SIGMODMESSIAH: missing element-conscious SLCA nodes search in XML data.Ba Quan Truong, Sourav S. Bhowmick, Curtis E. Dyreson, Aixin Sun
2012CIKMTwevent: segment-based event detection from tweets.Chenliang Li, Aixin Sun, Anwitaman Datta
2012CIKMTopic-driven reader comments summarization.Zongyang Ma, Aixin Sun, Quan Yuan, Gao Cong
2012WWWCASIS: a system for concept-aware social image search.Ba Quan Truong, Aixin Sun, Sourav S. Bhowmick
2012SIGIRTwiNER: named entity recognition in targeted twitter stream.Chenliang Li, Jianshu Weng, Qi He, Yuxia Yao, Anwitaman Datta, Aixin Sun, Bu-Sung Lee
2012SIGIRWill this #hashtag be popular tomorrow?Zongyang Ma, Aixin Sun, Gao Cong
2012SIGIRShort text classification using very few words.Aixin Sun
2012SIGIRCategory hierarchy maintenance: a data-driven approach.Quan Yuan, Gao Cong, Aixin Sun, Chin-Yew Lin, Nadia Magnenat-Thalmann
2011CIKMCASINO: towards conformity-aware social influence analysis in online social networks.Hui Li, Sourav S. Bhowmick, Aixin Sun
2011DASFAAManaging Social Image Tags: Methods and Applications.Aixin Sun, Sourav S. Bhowmick
2011ECIRA Generalized Method for Word Sense Disambiguation Based on Wikipedia.Chenliang Li, Aixin Sun, Anwitaman Datta
2011SIGIRSemantic tag recommendation using concept model.Chenliang Li, Anwitaman Datta, Aixin Sun
2011SIGIRVisualizing and querying semantic social networks.Aixin Sun, Anwitaman Datta, Ee-Peng Lim, Kuiyu Chang
2010CIKMAffinity-driven prediction and ranking of products in online product review sites.Hui Li, Sourav S. Bhowmick, Aixin Sun
2010IIWASEnhancing search in a geospatial multimedia annotation system.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
2010SDMDo You Trust to Get Trust? A Study of Trust Reciprocity Behaviors and Reciprocal Trust Prediction.Viet-An Nguyen, Ee-Peng Lim, Hwee-Hoon Tan, Jing Jiang, Aixin Sun
2009CIKMBlog cascade affinity: analysis and prediction.Hui Li, Sourav S. Bhowmick, Aixin Sun
2009CIKMTrust relationship prediction using online product review data.Nan Ma, Ee-Peng Lim, Viet-An Nguyen, Aixin Sun, Haifeng Liu
2009CIKMWhat makes categories difficult to classify?: a study on predicting classification performance for categories.Aixin Sun, Ee-Peng Lim, Ying Liu
2009ICDMTo Trust or Not to Trust? Predicting Online Trusts Using Trust Antecedent Framework.Viet-An Nguyen, Ee-Peng Lim, Jing Jiang, Aixin Sun
2009MDMSharing Hierarchical Mobile Multimedia Content Using the MobiTOP System.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
2009WSDMOn Stability, Clarity, and Co-occurrence of Self-Tagging.Aixin Sun, Anwitaman Datta
2009WSDMQuality-aware collaborative question answering: methods and evaluation.Maggy Anastasia Suryanto, Ee-Peng Lim, Aixin Sun, Roger H. L. Chiang
2008CIKMRepresentative entry selection for profiling blogs.Jinfeng Zhuang, Steven C. H. Hoi, Aixin Sun, Rong Jin
2008CIKMOnline spam-blog detection through blog search.Linhong Zhu, Aixin Sun, Byron Choi
2008SIGIRComments-oriented document summarization: understanding documents with readers' feedback.Meishan Hu, Aixin Sun, Ee-Peng Lim
2008SIGIRSearching blogs and news: a study on popular queries.Aixin Sun, Meishan Hu, Ee-Peng Lim
2008SIGIROn profiling blogs with representative entries.Jinfeng Zhuang, Steven C. H. Hoi, Aixin Sun
2008WSDMOn ranking controversies in wikipedia: models and evaluation.Ba-Quy Vuong, Ee-Peng Lim, Aixin Sun, Minh-Tam Le, Hady Wirawan Lauw
2007CIKMMeasuring article quality in wikipedia: models and evaluation.Meiqun Hu, Ee-Peng Lim, Aixin Sun, Hady Wirawan Lauw, Ba-Quy Vuong
2007CIKMComments-oriented blog summarization by sentence extraction.Meishan Hu, Aixin Sun, Ee-Peng Lim
2007CIKMSLOQUE: slot-based query expansion for complex questions.Maggy Anastasia Suryanto, Ee-Peng Lim, Aixin Sun, Roger H. L. Chiang
2006PAKDDFISA: Feature-Based Instance Selection for Imbalanced Text Classification.Aixin Sun, Ee-Peng Lim, Boualem Benatallah, Mahbub Hassan
2006PAKDDUntitled recordQiankun Zhao, Sourav S. Bhowmick, Aixin Sun
2005DaWaKSpectral Kernels for Classification.Wenyuan Li, Kok-Leong Ong, Wee Keong Ng, Aixin Sun
2003CIKMWeb unit mining: finding and classifying subgraphs of web pages.Aixin Sun, Ee-Peng Lim
2003ISIUsing Support Vector Machines for Terrorism Information Extraction.Aixin Sun, Myo-Myo Naing, Ee-Peng Lim, Wai Lam
2001ICDMHierarchical Text Classification and Evaluation.Aixin Sun, Ee-Peng Lim