Ee-Peng Lim - researchr alias

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Viewing Publication 1 - 100 from 469

2026

2025

On Unraveling Student Resilience and Academic Performance in Higher EducationAldy Gunawan, Ee-Peng Lim, Audrey Tedja Widjaja, William Tov, James Foo, Lieven Demeester. csedu 2025: 208-215 [doi]

Your Cursor Reveals: On Analyzing Workers' Browsing Behavior and Annotation Quality in Crowdsourcing TasksPei-Chi Lo, Ee-Peng Lim. access, 13:124792-124806, 2025. [doi]

Advancing Food Nutrition Estimation via Visual-Ingredient Feature FusionHuiyan Qi, Bin Zhu 0006, Chong-Wah Ngo, Jingjing Chen 0001, Ee-Peng Lim. mir 2025: 1091-1099 [doi]

Seeing Culture: A Benchmark for Visual Reasoning and GroundingBurak Satar, Zhixin Ma 0001, Patrick Amadeus Irawan, Wilfried A. Mulyawan, Jing Jiang 0001, Ee-Peng Lim, Chong-Wah Ngo. emnlp 2025: 22227-22243 [doi]

Mitigating Cross-modal Representation Bias for Multicultural Image-to-Recipe RetrievalQing Wang, Chong-Wah Ngo, Yu Cao, Ee-Peng Lim. mm 2025: 6223-6231 [doi]

LLMs-Based Augmentation for Domain Adaptation in Long-Tailed Food DatasetsQing Wang, Chong-Wah Ngo, Ee-Peng Lim, Qianru Sun. mmm 2025: 282-295 [doi]

Consistent Client Simulation for Motivational Interviewing-based CounselingYizhe Yang, Palakorn Achananuparp, Heyan Huang, Jing Jiang 0001, Nicholas Gabriel Lim, Cameron Tan Shi Ern, Phey Ling Kit, Jenny Giam Xiuhui, John Pinto, Ee-Peng Lim. acl 2025: 20959-20998 [doi]

CAMI: A Counselor Agent Supporting Motivational Interviewing through State Inference and Topic ExplorationYizhe Yang, Palakorn Achananuparp, Heyan Huang, Jing Jiang 0001, Phey Ling Kit, Nicholas Gabriel Lim, Cameron Tan Shi Ern, Ee-Peng Lim. acl 2025: 21037-21081 [doi]

The 6th International Workshop on Talent and Management Computing (TMC 2025)Hengshu Zhu, Yong Ge, Hui Xiong 0001, Ee-Peng Lim. kdd 2025: 6316-6317 [doi]

2024

Mitigating Fine-Grained Hallucination by Fine-Tuning Large Vision-Language Models with Caption RewritesLei Wang 0185, Jiabang He, Shenshen Li, Ning Liu, Ee-Peng Lim. mmm 2024: 32-45 [doi]

Learning Dynamic Multimodal Network Slot Concepts from the Web for Forecasting Environmental, Social and Governance RatingsGary Ang, Ee-Peng Lim. tweb, 18(3), August 2024. [doi]

Temporal Implicit Multimodal Networks for Investment and Risk ManagementGary Ang, Ee-Peng Lim. tist, 15(2), April 2024. [doi]

Efficient Cross-Modal Video Retrieval With Meta-Optimized FramesNing Han, Xun Yang 0001, Ee-Peng Lim, Hao Chen 0051, Qianru Sun. tmm, 26:10924-10936, 2024. [doi]

LLM-Based Agent Society Investigation: Collaboration and Confrontation in Avalon GameplayYihuai Lan, Zhiqiang Hu, Lei Wang 0185, Yang Wang, Deheng Ye, Peilin Zhao, Ee-Peng Lim, Hui Xiong 0001, Hao Wang 0094. emnlp 2024: 128-145 [doi]

Non-binary evaluation of next-basket food recommendationYue Liu, Palakorn Achananuparp, Ee-Peng Lim. umuai, 34(1):183-227, March 2024. [doi]

Non-monotonic Generation of Knowledge Paths for Context UnderstandingPei-Chi Lo, Ee-Peng Lim. tmis, 15(1), March 2024. [doi]

Generative Semi-supervised Graph Anomaly DetectionHezhe Qiao, Qingsong Wen, Xiaoli Li 0001, Ee-Peng Lim, Guansong Pang. nips 2024: [doi]

The Whole is Better than the Sum: Using Aggregated Demonstrations in In-Context Learning for Sequential RecommendationLei Wang, Ee-Peng Lim. naacl 2024: 876-895 [doi]

OVFoodSeg: Elevating Open-Vocabulary Food Image Segmentation via Image-Informed Textual RepresentationXiongwei Wu, Sicheng Yu, Ee-Peng Lim, Chong-Wah Ngo. cvpr 2024: 4144-4153 [doi]

Speaker Verification in Agent-generated ConversationsYizhe Yang, Palakorn Achananuparp, Heyan Huang, Jing Jiang 0001, Ee-Peng Lim. acl 2024: 5655-5676 [doi]

Thoughts to Target: Enhance Planning for Target-driven ConversationZhonghua Zheng, Lizi Liao, Yang Deng 0002, Ee-Peng Lim, Minlie Huang, Liqiang Nie. emnlp 2024: 21108-21124 [doi]

The 5th International Workshop on Talent and Management Computing (TMC'2024)Hengshu Zhu, Yong Ge, Hui Xiong 0001, Ee-Peng Lim. kdd 2024: 6759-6760 [doi]

2023

Investment and Risk Management with Online News and Heterogeneous NetworksGary Ang, Ee-Peng Lim. tweb, 17(2), May 2023. [doi]

Learning and Understanding User Interface Semantics from Heterogeneous Networks with Multimodal and Positional AttributesGary Ang, Ee-Peng Lim. tiis, 13(3), September 2023. [doi]

On Predicting ESG Ratings Using Dynamic Company NetworksGary Ang, Zhiling Guo, Ee-Peng Lim. tmis, 14(3), September 2023. [doi]

LLM-Adapters: An Adapter Family for Parameter-Efficient Fine-Tuning of Large Language ModelsZhiqiang Hu, Lei Wang, Yihuai Lan, Wanyu Xu, Ee-Peng Lim, Lidong Bing, Xing Xu 0001, Soujanya Poria, Roy Ka-Wei Lee. emnlp 2023: 5254-5276 [doi]

Contextual Path Retrieval: A Contextual Entity Relation Embedding-based ApproachPei-Chi Lo, Ee-Peng Lim. tois, 41(1), January 2023. [doi]

A transformer framework for generating context-aware knowledge graph pathsPei-Chi Lo, Ee-Peng Lim. apin, 53(20):23740-23767, October 2023. [doi]

Causal Interventional Training for Image RecognitionWei Qin, Hanwang Zhang, Richang Hong, Ee-Peng Lim, Qianru Sun. tmm, 25:1033-1044, 2023. [doi]

Plan-and-Solve Prompting: Improving Zero-Shot Chain-of-Thought Reasoning by Large Language ModelsLei Wang, Wanyu Xu, Yihuai Lan, Zhiqiang Hu, Yunshi Lan, Roy Ka-Wei Lee, Ee-Peng Lim. acl 2023: 2609-2634 [doi]

LLM4Vis: Explainable Visualization Recommendation using ChatGPTLei Wang, Songheng Zhang, Yun Wang, Ee-Peng Lim, Yong Wang. emnlp 2023: 675-692 [doi]

The 4th International Workshop on Talent and Management Computing (TMC'2023)Hengshu Zhu, Hui Xiong, Yong Ge, Ee-Peng Lim. kdd 2023: 5909-5910 [doi]

2022

On measuring network robustness for weighted networksJianbing Zheng 0001, Ming Gao 0001, Ee-Peng Lim, David Lo 0001, Cheqing Jin, Aoying Zhou. kais, 64(7):1967-1996, 2022. [doi]

Harnessing Confidence for Report Aggregation in Crowdsourcing EnvironmentsHadeel Alhosaini, Xianzhi Wang 0001, Lina Yao 0001, Zhong Yang, Farookh Hussain, Ee-Peng Lim. IEEEscc 2022: 305-314 [doi]

Learning Semantically Rich Network-based Multi-modal Mobile User Interface EmbeddingsGary Ang, Ee-Peng Lim. tiis, 12(4), December 2022. [doi]

Guided Attention Multimodal Multitask Financial Forecasting with Inter-Company Relationships and Global and Local NewsGary Ang, Ee-Peng Lim. acl 2022: 6313-6326 [doi]

Learning User Interface Semantics from Heterogeneous Networks with Multimodal and Positional AttributesGary Ang, Ee-Peng Lim. IUI 2022: 433-446 [doi]

Learning Dynamic Multimodal Implicit and Explicit Networks for Multiple Financial TasksGary Ang, Ee-Peng Lim. bigdataconf 2022: 825-834 [doi]

Singlish Checker: A Tool for Understanding and Analysing an English Creole LanguageLee-Hsun Hsieh, Nam-Chew Chua, Agus Trisnajaya Kwee, Pei-Chi Lo, Yang-Yin Lee, Ee-Peng Lim. ICADL 2022: 115-124 [doi]

MWPToolkit: An Open-Source Framework for Deep Learning-Based Math Word Problem SolversYihuai Lan, Lei Wang, Qiyuan Zhang, Yunshi Lan, Bing Tian Dai, Yan Wang 0060, Dongxiang Zhang, Ee-Peng Lim. AAAI 2022: 13188-13190 [doi]

Graph Neural Network with Self-attention and Multi-task Learning for Credit Default Risk PredictionZihao Li, Xianzhi Wang 0001, Lina Yao 0001, Yakun Chen, Guandong Xu, Ee-Peng Lim. wise 2022: 616-629 [doi]

Face to purchase: Predicting consumer choices with structured facial and behavioral traits embeddingZhe Liu, Xianzhi Wang 0001, Yun Li, Lina Yao, Jake An, Lei Bai 0001, Ee-Peng Lim. kbs, 235:107665, 2022. [doi]

Mitigating Popularity Bias in Recommendation with Unbalanced Interactions: A Gradient PerspectiveWeijieying Ren, Lei Wang, Kunpeng Liu 0001, Ruocheng Guo, Ee-Peng Lim, Yanjie Fu. icdm 2022: 438-447 [doi]

Explanation Guided Contrastive Learning for Sequential RecommendationLei Wang, Ee-Peng Lim, Zhiwei Liu, Tianxiang Zhao. CIKM 2022: 2017-2027 [doi]

Cross-Modal Food Retrieval: Learning a Joint Embedding of Food Images and Recipes With Semantic Consistency and Attention MechanismHao Wang, Doyen Sahoo, Chenghao Liu, Ke Shu, Palakorn Achananuparp, Ee-Peng Lim, Steven C. H. Hoi. tmm, 24:2515-2525, 2022. [doi]

2021

Learning knowledge-enriched company embeddings for investment managementGary Ang, Ee-Peng Lim. icaif 2021: [doi]

Learning Network-Based Multi-Modal Mobile User Interface EmbeddingsGary Ang, Ee-Peng Lim. IUI 2021: 366-376 [doi]

Enconter: Entity Constrained Progressive Sequence Generation via Insertion-based TransformerLee-Hsun Hsieh, Yang-Yin Lee, Ee-Peng Lim. eacl 2021: 3590-3599 [doi]

Structurally enriched entity mention embedding from semi-structured textual contentLee-Hsun Hsieh, Yang-Yin Lee, Ee-Peng Lim. SAC 2021: 857-860 [doi]

On Aggregating Salaries of Occupations From Job Post and Review DataChih-Chieh Hung, Ee-Peng Lim. access, 9:43422-43433, 2021. [doi]

Discovering Hidden Topical Hubs and Authorities Across Multiple Online Social NetworksRoy Ka-Wei Lee, Tuan-Anh Hoang, Ee-Peng Lim. tkde, 33(1):70-84, 2021. [doi]

On Predicting Personal Values of Social Media Users using Community-Specific Language Features and Personal Value CorrelationAmila Silva, Pei-Chi Lo, Ee-Peng Lim. icwsm 2021: 680-690 [doi]

On Analysing Student Resilience in Higher Education Programs using a Data-Driven ApproachAudrey Tedja Widjaja, Ee-Peng Lim, Aldy Gunawan. tale 2021: 1-7 [doi]

A Large-Scale Benchmark for Food Image SegmentationXiongwei Wu, Xin Fu, Ying Liu, Ee-Peng Lim, Steven C. H. Hoi, Qianru Sun. mm 2021: 506-515 [doi]

NOAHQA: Numerical Reasoning with Interpretable Graph Question Answering DatasetQiyuan Zhang, Lei Wang, Sicheng Yu, Shuohang Wang, Yang Wang, Jing Jiang, Ee-Peng Lim. emnlp 2021: 4147-4161 [doi]

2020

CO2Vec: Embeddings of Co-Ordered Networks Based on Mutual ReinforcementMeng-Fen Chiang, Ee-Peng Lim, Wang-Chien Lee, Philips Kokoh Prasetyo. dsaa 2020: 148-157 [doi]

TPR: Text-aware Preference Ranking for Recommender SystemsYu-Neng Chuang, Chih-Ming Chen 0003, Chuan-Ju Wang, Ming-Feng Tsai, Yuan Fang, Ee-Peng Lim. CIKM 2020: 215-224 [doi]

DeepStyle: User Style Embedding for Authorship Attribution of Short TextsZhiqiang Hu, Roy Ka-Wei Lee, Lei Wang, Ee-Peng Lim, Bo Dai. apweb 2020: 221-229 [doi]

RecipeGPT: Generative Pre-training Based Cooking Recipe Generation and Evaluation SystemHelena H. Lee, Shu Ke, Palakorn Achananuparp, Philips Kokoh Prasetyo, Yue Liu, Ee-Peng Lim, Lav R. Varshney. WWW 2020: 181-184 [doi]

Interactive Entity Linking Using Entity-Word RepresentationsPei-Chi Lo, Ee-Peng Lim. sigir 2020: 1801-1804 [doi]

Foodbot: A Goal-Oriented Just-in-Time Healthy Eating Interventions ChatbotPhilips Kokoh Prasetyo, Palakorn Achananuparp, Ee-Peng Lim. ph 2020: 436-439 [doi]

JPLink: On Linking Jobs to Vocational Interest TypesAmila Silva, Pei-Chi Lo, Ee-Peng Lim. pakdd 2020: 220-232 [doi]

On Modeling Labor Markets for Fine-Grained InsightsHendrik Santoso Sugiarto, Ee-Peng Lim. pkdd 2020: 9-25 [doi]

Learning Personal Conscientiousness from Footprints in E-Learning SystemsLo Pang-Yun Ting, Shan-Yun Teng, Kun-Ta Chuang, Ee-Peng Lim. icdm 2020: 1292-1297 [doi]

Understanding Continuance Intention toward Crowdsourcing Games: A Longitudinal InvestigationXiaohui Wang, Dion Hoe-Lian Goh, Ee-Peng Lim. IJHCI, 36(12):1168-1177, 2020. [doi]

Next-Term Grade Prediction: A Machine Learning ApproachAudrey Tedja Widjaja, Lei Wang, Nghia Trong Truong, Aldy Gunawan, Ee-Peng Lim. edm 2020: [doi]

Teacher-Student Networks with Multiple Decoders for Solving Math Word ProblemJipeng Zhang, Roy Ka-Wei Lee, Ee-Peng Lim, Wei Qin, Lei Wang, Jie Shao, Qianru Sun. IJCAI 2020: 4011-4017 [doi]

Graph-to-Tree Learning for Solving Math Word ProblemsJipeng Zhang, Lei Wang, Roy Ka-Wei Lee, Yi Bin, Yan Wang, Jie Shao, Ee-Peng Lim. acl 2020: 3928-3937 [doi]

A Near-Optimal Change-Detection Based Algorithm for Piecewise-Stationary Combinatorial Semi-BanditsHuozhi Zhou, Lingda Wang, Lav R. Varshney, Ee-Peng Lim. AAAI 2020: 6933-6940 [doi]

Retrofitting Embeddings for Unsupervised User Identity LinkageTao Zhou, Ee-Peng Lim, Roy Ka-Wei Lee, Feida Zhu 0001, Jiuxin Cao. pakdd 2020: 385-397 [doi]

2019

One-Class Order Embedding for Dependency Relation PredictionMeng-Fen Chiang, Ee-Peng Lim, Wang-Chien Lee, Xavier Jayaraj Siddarth Ashok, Philips Kokoh Prasetyo. sigir 2019: 205-214 [doi]

Fine-grained Geolocation of Tweets in Temporal ProximityWen Haw Chong, Ee-Peng Lim. tois, 37(2), 2019. [doi]

Modeling location-based social network data with area attraction and neighborhood competitionThanh-Nam Doan, Ee-Peng Lim. datamine, 33(1):58-95, 2019. [doi]

Estimating Glycemic Impact of Cooking Recipes via Online Crowdsourcing and Machine LearningHelena H. Lee, Palakorn Achananuparp, Yue Liu, Ee-Peng Lim, Lav R. Varshney. ehealth 2019: 31-35 [doi]

Characterizing and Predicting Repeat Food Consumption Behavior for Just-in-Time InterventionsYue Liu, Helena Lee, Palakorn Achananuparp, Ee-Peng Lim, Tzu-Ling Cheng, Shou-de Lin. ehealth 2019: 11-20 [doi]

AD-Link: An Adaptive Approach for User Identity LinkageXin Mu, Wei Xie 0005, Roy Ka-Wei Lee, Feida Zhu 0001, Ee-Peng Lim. icbk 2019: 183-190 [doi]

FoodAI: Food Image Recognition via Deep Learning for Smart Food LoggingDoyen Sahoo, Wang Hao, Shu Ke, Xiongwei Wu, Hung Le, Palakorn Achananuparp, Ee-Peng Lim, Steven C. H. Hoi. kdd 2019: 2260-2268 [doi]

On Analysing Supply and Demand in Labor Markets: Framework, Model and SystemHendrik Santoso Sugiarto, Ee-Peng Lim, Ngak-Leng Sim. dsaa 2019: 511-520 [doi]

Learning Cross-Modal Embeddings With Adversarial Networks for Cooking Recipes and Food ImagesHao Wang, Doyen Sahoo, Chenghao Liu, Ee-Peng Lim, Steven C. H. Hoi. cvpr 2018: 11572-11581 [doi]

2018

Network Data Mining and AnalysisMing Gao 0001, Ee-Peng Lim, David Lo 0001. Volume 8 of East China Normal University Scientific Reports, WorldScientific, 2018. [doi]

Does Journaling Encourage Healthier Choices?: Analyzing Healthy Eating Behaviors of Food JournalersPalakorn Achananuparp, Ee-Peng Lim, Vibhanshu Abhishek. ehealth 2018: 35-44 [doi]

JobSense: A Data-Driven Career Knowledge Exploration Framework and SystemXavier Jayaraj Siddarth Ashok, Ee-Peng Lim, Philips Kokoh Prasetyo. icdm 2018: 1411-1416 [doi]

Inferring Trip Occupancies in the Rise of Ride-Hailing ServicesMeng-Fen Chiang, Ee-Peng Lim, Wang-Chien Lee, Tuan-Anh Hoang. CIKM 2018: 2097-2105 [doi]

Exploiting User and Venue Characteristics for Fine-Grained Tweet GeolocationWen Haw Chong, Ee-Peng Lim. tois, 36(3), 2018. [doi]

Implicit Linking of Food Entities in Social MediaWen Haw Chong, Ee-Peng Lim. pkdd 2019: 169-185 [doi]

PACELA: A Neural Framework for User Visitation in Location-based Social NetworksThanh-Nam Doan, Ee-Peng Lim. um 2018: 13-21 [doi]

Traffic-Cascade: Mining and Visualizing Lifecycles of Traffic Congestion Events Using Public Bus TrajectoriesAgus Trisnajaya Kwee, Meng-Fen Chiang, Philips Kokoh Prasetyo, Ee-Peng Lim. CIKM 2018: 1955-1958 [doi]

Discovering Hidden Topical Hubs and Authorities in Online Social NetworksRoy Ka-Wei Lee, Tuan-Anh Hoang, Ee-Peng Lim. sdm 2018: 378-386 [doi]

Linky: Visualizing User Identity Linkage Results for Multiple Online Social NetworksRoy Ka-Wei Lee, Ming Shan Hee, Philips Kokoh Prasetyo, Ee-Peng Lim. icdm 2018: 1453-1458 [doi]

On Learning Psycholinguistics Tools for English-based Creole Languages using Social Media DataPei-Chi Lo, Ee-Peng Lim. bigdataconf 2018: 751-760 [doi]

Do your friends make you buy this brand? - Modeling social recommendation with topics and brandsDuc Minh Luu, Ee-Peng Lim. datamine, 32(2):287-319, 2018. [doi]

Social Stream Classification with Emerging New LabelsXin Mu, Feida Zhu, Yue Liu, Ee-Peng Lim, Zhi-Hua Zhou. pakdd 2018: 16-28 [doi]

Talent Flow Analytics in Online Professional NetworkRichard Jayadi Oentaryo, Ee-Peng Lim, Xavier Jayaraj Siddarth Ashok, Philips Kokoh Prasetyo, Koon Han Ong, Zi Quan Lau. dase, 3(3):199-220, 2018. [doi]

Understanding the effects of taxi ride-sharing - A case study of SingaporeYazhe Wang, Baihua Zheng, Ee-Peng Lim. urban, 69:124-132, 2018. [doi]

TripDecoder: Inferring Routes of Passengers of Mass Rapid Transit Systems by Smart Card Transaction DataYazhe Wang, Chih-Chieh Hung, Baihua Zheng, Ee-Peng Lim. icdm 2018: 655-658 [doi]

Unsupervised User Identity Linkage via Factoid EmbeddingWei Xie, Xin Mu, Roy Ka-Wei Lee, Feida Zhu, Ee-Peng Lim. icdm 2018: 1338-1343 [doi]

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