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Sungchul Kim

Publication record assembled from the DBLP archive of ranked conferences.

Papers indexed

88

Venues

23

Active years

2009–2026

Best venue rank

A*

Where they publish

Papers

88 indexed papers, newest first.

YearVenueTitleAuthors
2026AAAIVipAct: Visual-Perception Enhancement via Specialized VLM Agent Collaboration and Tool-use.Zhehao Zhang, Ryan A. Rossi, Tong Yu, Franck Dernoncourt, Ruiyi Zhang, Jiuxiang Gu, Sungchul Kim, Xiang Chen, Zichao Wang, Nedim Lipka
2026EACLA Survey on LLM-based Conversational User Simulation.Bo Ni, Yu Wang, Leyao Wang, Branislav Kveton, Franck Dernoncourt, Yu Xia, Hongjie Chen, Reuben Luera, Samyadeep Basu, Subhojyoti Mukherjee, Puneet Mathur, Nesreen K. Ahmed, Junda Wu, Li Li, Huixin Zhang, Ruiyi Zhang, Tong Yu, Sungchul Kim, Jiuxiang Gu, Zhengzhong Tu, Alexa F. Siu, Zichao Wang, Seunghyun Yoon, Nedim Lipka, Namyong Park, Zihao Lin, Trung Bui, Yue Zhao, Tyler Derr, Ryan A. Rossi
2026PAKDDFederated Large Language Models: Current Progress and Future Directions.Yuhang Yao, Jianyi Zhang, Junda Wu, Chengkai Huang, Yu Xia, Tong Yu, Ruiyi Zhang, Sungchul Kim, Ryan Rossi, Ang Li, Lina Yao, Julian J. McAuley, Yiran Chen, Carlee Joe-Wong
2026WWWMulti-Agent Collaborative Filtering: Orchestrating Users and Items for Agentic Recommendations.Yu Xia, Sungchul Kim, Tong Yu, Ryan A. Rossi, Julian J. McAuley
2025ACLGUI Agents: A Survey.Dang Nguyen, Jian Chen, Yu Wang, Gang Wu, Namyong Park, Zhengmian Hu, Hanjia Lyu, Junda Wu, Ryan Aponte, Yu Xia, Xintong Li, Jing Shi, Hongjie Chen, Viet Dac Lai, Zhouhang Xie, Sungchul Kim, Ruiyi Zhang, Tong Yu, Md. Mehrab Tanjim, Nesreen K. Ahmed, Puneet Mathur, Seunghyun Yoon, Lina Yao, Branislav Kveton, Jihyung Kil, Thien Huu Nguyen, Trung Bui, Tianyi Zhou, Ryan A. Rossi, Franck Dernoncourt
2025ACLDoc-React: Multi-page Heterogeneous Document Question-answering.Junda Wu, Yu Xia, Tong Yu, Xiang Chen, Sai Sree Harsha, Akash V. Maharaj, Ruiyi Zhang, Victor S. Bursztyn, Sungchul Kim, Ryan A. Rossi, Julian J. McAuley, Yunyao Li, Ritwik Sinha
2025ACLFrom Selection to Generation: A Survey of LLM-based Active Learning.Yu Xia, Subhojyoti Mukherjee, Zhouhang Xie, Junda Wu, Xintong Li, Ryan Aponte, Hanjia Lyu, Joe Barrow, Hongjie Chen, Franck Dernoncourt, Branislav Kveton, Tong Yu, Ruiyi Zhang, Jiuxiang Gu, Nesreen K. Ahmed, Yu Wang, Xiang Chen, Hanieh Deilamsalehy, Sungchul Kim, Zhengmian Hu, Yue Zhao, Nedim Lipka, Seunghyun Yoon, Ting-Hao 'Kenneth' Huang, Zichao Wang, Puneet Mathur, Soumyabrata Pal, Koyel Mukherjee, Zhehao Zhang, Namyong Park, Thien Huu Nguyen, Jiebo Luo, Ryan A. Rossi, Julian J. McAuley
2025CogSciVisChatter: Enhance Synchronous Collaboration on Data Visualization Dashboard with Visual Annotations.Songwen Hu, Tong Yu, Sungchul Kim, Ryan A. Rossi, Cindy Xiong Bearfield
2025EMNLPIs Safety Standard Same for Everyone? User-Specific Safety Evaluation of Large Language Models.Yeonjun In, Wonjoong Kim, Kanghoon Yoon, Sungchul Kim, Mehrab Tanjim, Sangwu Park, Kibum Kim, Chanyoung Park
2025EMNLPAugment before You Try: Knowledge-Enhanced Table Question Answering via Table Expansion.Yujian Liu, Jiabao Ji, Tong Yu, Ryan A. Rossi, Sungchul Kim, Handong Zhao, Ritwik Sinha, Yang Zhang, Shiyu Chang
2025EMNLPLaMP-Cap: Personalized Figure Caption Generation With Multimodal Figure Profiles.Ho Yin Sam Ng, Edward Hsu, Aashish Anantha Ramakrishnan, Branislav Kveton, Nedim Lipka, Franck Dernoncourt, Dongwon Lee, Tong Yu, Sungchul Kim, Ryan A. Rossi, Ting-Hao 'Kenneth' Huang
2025EMNLPDisambiguation in Conversational Question Answering in the Era of LLMs and Agents: A Survey.Md. Mehrab Tanjim, Yeonjun In, Xiang Chen, Victor S. Bursztyn, Ryan A. Rossi, Sungchul Kim, Guang-Jie Ren, Vaishnavi Muppala, Shun Jiang, Yongsung Kim, Chanyoung Park
2025EMNLPMitigating Visual Knowledge Forgetting in MLLM Instruction-tuning via Modality-decoupled Gradient Descent.Junda Wu, Yuxin Xiong, Xintong Li, Yu Xia, Ruoyu Wang, Yu Wang, Tong Yu, Sungchul Kim, Ryan A. Rossi, Lina Yao, Jingbo Shang, Julian J. McAuley
2025EMNLPSAND: Boosting LLM Agents with Self-Taught Action Deliberation.Yu Xia, Yiran Shen, Junda Wu, Tong Yu, Sungchul Kim, Ryan A. Rossi, Lina Yao, Julian J. McAuley
2025ICASSPA Quantitative Metric Selection Approach for Time-series Forecasting Foundation Models.Hongjie Chen, Akshay Mehra, Josh Kimball, Sungchul Kim
2025ICMIFew-shot Fine-grained Image Classification with Interpretable Prompt Learning through Distribution Alignment.Dongliang Guo, Handong Zhao, Ryan A. Rossi, Sungchul Kim, Nedim Lipka, Tong Yu, Sheng Li
2025ICMLFully Dynamic Embedding into ℓp Spaces.Kiarash Banihashem, Xiang Chen, MohammadTaghi Hajiaghayi, Sungchul Kim, Kanak Mahadik, Ryan A. Rossi, Tong Yu
2025KDDProbabilistic Hypergraph Recurrent Neural Networks for Time-series Forecasting.Hongjie Chen, Ryan A. Rossi, Sungchul Kim, Kanak Mahadik, Hoda Eldardiry
2025NAACLSelf-Debiasing Large Language Models: Zero-Shot Recognition and Reduction of Stereotypes.Isabel O. Gallegos, Ryan Aponte, Ryan A. Rossi, Joe Barrow, Md. Mehrab Tanjim, Tong Yu, Hanieh Deilamsalehy, Ruiyi Zhang, Sungchul Kim, Franck Dernoncourt, Nedim Lipka, Deonna M. Owens, Jiuxiang Gu
2025NAACLDiversify-verify-adapt: Efficient and Robust Retrieval-Augmented Ambiguous Question Answering.Yeonjun In, Sungchul Kim, Ryan A. Rossi, Md. Mehrab Tanjim, Tong Yu, Ritwik Sinha, Chanyoung Park
2025NAACLKnowledge-Aware Query Expansion with Large Language Models for Textual and Relational Retrieval.Yu Xia, Junda Wu, Sungchul Kim, Tong Yu, Ryan A. Rossi, Haoliang Wang, Julian J. McAuley
2025RANLPA Survey on Small Language Models.Chien Van Nguyen, Xuan Shen, Ryan Aponte, Yu Xia, Samyadeep Basu, Zhengmian Hu, Jian Chen, Mihir Parmar, Sasidhar Kunapuli, Joe Barrow, Junda Wu, Ashish Singh, Yu Wang, Jiuxiang Gu, Nesreen K. Ahmed, Nedim Lipka, Ruiyi Zhang, Xiang Chen, Tong Yu, Sungchul Kim, Hanieh Deilamsalehy, Namyong Park, Michael Rimer, Zhehao Zhang, Huanrui Yang, Puneet Mathur, Gang Wu, Franck Dernoncourt, Ryan A. Rossi, Thien Huu Nguyen
2025RANLPMulti-LLM Debiasing Framework.Deonna M. Owens, Ryan A. Rossi, Sungchul Kim, Tong Yu, Franck Dernoncourt, Xiang Chen, Ruiyi Zhang, Jiuxiang Gu, Hanieh Deilamsalehy, Nedim Lipka
2025RANLPFigCaps-HF: A Figure-to-Caption Generative Framework and Benchmark with Human Feedback.Ashish Singh, Ashutosh Singh, Prateek Agarwal, Zixuan Huang, Arpita Singh, Tong Yu, Sungchul Kim, Victor Soares Bursztyn, Nesreen K. Ahmed, Puneet Mathur, Erik G. Learned-Miller, Franck Dernoncourt, Ryan A. Rossi
2025WWWInteractive Visualization Recommendation with Hier-SUCB.Songwen Hu, Ryan A. Rossi, Tong Yu, Junda Wu, Handong Zhao, Sungchul Kim, Shuai Li
2025WWWPersonalizing Data Delivery: Investigating User Characteristics and Enhancing LLM Predictions.Reuben Luera, Ryan A. Rossi, Franck Dernoncourt, Alexa F. Siu, Sungchul Kim, Tong Yu, Ruiyi Zhang, Xiang Chen, Nedim Lipka, Zhehao Zhang, Seon Gyeom Kim, Tak Yeon Lee
2024ACLDeCoT: Debiasing Chain-of-Thought for Knowledge-Intensive Tasks in Large Language Models via Causal Intervention.Junda Wu, Tong Yu, Xiang Chen, Haoliang Wang, Ryan A. Rossi, Sungchul Kim, Anup B. Rao, Julian J. McAuley
2024CHISciCapenter: Supporting Caption Composition for Scientific Figures with Machine-Generated Captions and Ratings.Ting-Yao Hsu, Chieh-Yang Huang, Shih-Hong Huang, Ryan A. Rossi, Sungchul Kim, Tong Yu, C. Lee Giles, Ting-Hao 'Kenneth' Huang
2024EMNLPAdvancing Vision-Language Models with Adapter Ensemble Strategies.Yue Bai, Handong Zhao, Zhe Lin, Ajinkya Kale, Jiuxiang Gu, Tong Yu, Sungchul Kim, Yun Fu
2024ICMLEditing Partially Observable Networks via Graph Diffusion Models.Puja Trivedi, Ryan A. Rossi, David Arbour, Tong Yu, Franck Dernoncourt, Sungchul Kim, Nedim Lipka, Namyong Park, Nesreen K. Ahmed, Danai Koutra
2024NAACLPersonalized Federated Learning for Text Classification with Gradient-Free Prompt Tuning.Rui Wang, Tong Yu, Ruiyi Zhang, Sungchul Kim, Ryan A. Rossi, Handong Zhao, Junda Wu, Subrata Mitra, Lina Yao, Ricardo Henao
2024NAACLHallucination Diversity-Aware Active Learning for Text Summarization.Yu Xia, Xu Liu, Tong Yu, Sungchul Kim, Ryan A. Rossi, Anup B. Rao, Tung Mai, Shuai Li
2024PAKDDEvolving Super Graph Neural Networks for Large-Scale Time-Series Forecasting.Hongjie Chen, Ryan A. Rossi, Sungchul Kim, Kanak Mahadik, Hoda Eldardiry
2024WWWTackling Long-Tail Entities for Temporal Knowledge Graph Completion.Mehrnoosh Mirtaheri, Ryan A. Rossi, Sungchul Kim, Kanak Mahadik, Tong Yu, Xiang Chen, Mohammad Rostami
2024WWWWhich LLM to Play? Convergence-Aware Online Model Selection with Time-Increasing Bandits.Yu Xia, Fang Kong, Tong Yu, Liya Guo, Ryan A. Rossi, Sungchul Kim, Shuai Li
2023ACLFederated Domain Adaptation for Named Entity Recognition via Distilling with Heterogeneous Tag Sets.Rui Wang, Tong Yu, Junda Wu, Handong Zhao, Sungchul Kim, Ruiyi Zhang, Subrata Mitra, Ricardo Henao
2023EMNLPGPT-4 as an Effective Zero-Shot Evaluator for Scientific Figure Captions.Ting-Yao Hsu, Chieh-Yang Huang, Ryan A. Rossi, Sungchul Kim, C. Lee Giles, Ting-Hao 'Kenneth' Huang
2023ICLRDirect Embedding of Temporal Network Edges via Time-Decayed Line Graphs.Sudhanshu Chanpuriya, Ryan A. Rossi, Sungchul Kim, Tong Yu, Jane Hoffswell, Nedim Lipka, Shunan Guo, Cameron Musco
2023INLGSummaries as Captions: Generating Figure Captions for Scientific Documents with Automated Text Summarization.Chieh-Yang Huang, Ting-Yao Hsu, Ryan A. Rossi, Ani Nenkova, Sungchul Kim, Gromit Yeuk-Yin Chan, Eunyee Koh, C. Lee Giles, Ting-Hao 'Kenneth' Huang
2023ISMContent-aware Progressive Image Compression and Syncing.Junda Wu, Haoliang Wang, Tong Yu, Gang Wu, Stefano Petrangeli, Handong Zhao, Sungchul Kim, Viswanathan Swaminathan
2023KDDUser-Regulation Deconfounded Conversational Recommender System with Bandit Feedback.Yu Xia, Junda Wu, Tong Yu, Sungchul Kim, Ryan A. Rossi, Shuai Li
2022ACLFew-Shot Class-Incremental Learning for Named Entity Recognition.Rui Wang, Tong Yu, Handong Zhao, Sungchul Kim, Subrata Mitra, Ruiyi Zhang, Ricardo Henao
2022CIKMAutoForecast: Automatic Time-Series Forecasting Model Selection.Mustafa Abdallah, Ryan A. Rossi, Kanak Mahadik, Sungchul Kim, Handong Zhao, Saurabh Bagchi
2022CIKMAutoMARS: Searching to Compress Multi-Modality Recommendation Systems.Duc Hoang, Haotao Wang, Handong Zhao, Ryan A. Rossi, Sungchul Kim, Kanak Mahadik, Zhangyang Wang
2022CIKMImplicit Session Contexts for Next-Item Recommendations.Sejoon Oh, Ankur Bhardwaj, Jongseok Han, Sungchul Kim, Ryan A. Rossi, Srijan Kumar
2022KDDExternal Knowledge Infusion for Tabular Pre-training Models with Dual-adapters.Can Qin, Sungchul Kim, Handong Zhao, Tong Yu, Ryan A. Rossi, Yun Fu
2022RecSysBundle MCR: Towards Conversational Bundle Recommendation.Zhankui He, Handong Zhao, Tong Yu, Sungchul Kim, Fan Du, Julian J. McAuley
2022WWWVisGNN: Personalized Visualization Recommendationvia Graph Neural Networks.Fayokemi Ojo, Ryan A. Rossi, Jane Hoffswell, Shunan Guo, Fan Du, Sungchul Kim, Chang Xiao, Eunyee Koh
2022WWWCGC: Contrastive Graph Clustering forCommunity Detection and Tracking.Namyong Park, Ryan A. Rossi, Eunyee Koh, Iftikhar Ahamath Burhanuddin, Sungchul Kim, Fan Du, Nesreen K. Ahmed, Christos Faloutsos
2022WSDMOn Generalizing Static Node Embedding to Dynamic Settings.Di Jin, Sungchul Kim, Ryan A. Rossi, Danai Koutra
2021ACLLearning Contextualized Knowledge Structures for Commonsense Reasoning.Jun Yan, Mrigank Raman, Aaron Chan, Tianyu Zhang, Ryan A. Rossi, Handong Zhao, Sungchul Kim, Nedim Lipka, Xiang Ren
2021CIKMInfluence-guided Data Augmentation for Neural Tensor Completion.Sejoon Oh, Sungchul Kim, Ryan A. Rossi, Srijan Kumar
2021CIKMFrom Closing Triangles to Higher-Order Motif Closures for Better Unsupervised Online Link Prediction.Ryan A. Rossi, Anup B. Rao, Sungchul Kim, Eunyee Koh, Nesreen K. Ahmed, Gang Wu
2021ICLRLearning to Deceive Knowledge Graph Augmented Models via Targeted Perturbation.Mrigank Raman, Aaron Chan, Siddhant Agarwal, Peifeng Wang, Hansen Wang, Sungchul Kim, Ryan A. Rossi, Handong Zhao, Nedim Lipka, Xiang Ren
2021KDDGraph Deep Factors for Forecasting with Applications to Cloud Resource Allocation.Hongjie Chen, Ryan A. Rossi, Kanak Mahadik, Sungchul Kim, Hoda Eldardiry
2021KDDLearning to Recommend Visualizations from Data.Xin Qian, Ryan A. Rossi, Fan Du, Sungchul Kim, Eunyee Koh, Sana Malik, Tak Yeon Lee, Joel Chan
2021KDDEXACTA: Explainable Column Annotation.Yikun Xian, Handong Zhao, Tak Yeon Lee, Sungchul Kim, Ryan A. Rossi, Zuohui Fu, Gerard de Melo, S. Muthukrishnan
2021NAACLEdge: Enriching Knowledge Graph Embeddings with External Text.Saed Rezayi, Handong Zhao, Sungchul Kim, Ryan A. Rossi, Nedim Lipka, Sheng Li
2021WWWGenerating Accurate Caption Units for Figure Captioning.Xin Qian, Eunyee Koh, Fan Du, Sungchul Kim, Joel Chan, Ryan A. Rossi, Sana Malik, Tak Yeon Lee
2020CHIInteractive Event Sequence Prediction for Marketing Analysts.Fan Du, Shunan Guo, Sana Malik, Eunyee Koh, Sungchul Kim, Zhicheng Liu
2020CHIA Formative Study on Designing Accurate and Natural Figure Captioning Systems.Xin Qian, Eunyee Koh, Fan Du, Sungchul Kim, Joel Chan
2020WWWFast Hierarchical Graph Clustering in Linear-Time.Ryan A. Rossi, Nesreen K. Ahmed, Eunyee Koh, Sungchul Kim
2020WWWFrom Closing Triangles to Closing Higher-Order Motifs.Ryan A. Rossi, Anup Rao, Sungchul Kim, Eunyee Koh, Nesreen K. Ahmed
2020WACVFigure Captioning with Relation Maps for Reasoning.Charles Chen, Ruiyi Zhang, Eunyee Koh, Sungchul Kim, Scott Cohen, Ryan A. Rossi
2020WSDMA Structural Graph Representation Learning Framework.Ryan A. Rossi, Nesreen K. Ahmed, Eunyee Koh, Sungchul Kim, Anup Rao, Yasin Abbasi-Yadkori
2019CHIVisualizing Uncertainty and Alternatives in Event Sequence Predictions.Shunan Guo, Fan Du, Sana Malik, Eunyee Koh, Sungchul Kim, Zhicheng Liu, Donghyun Kim, Hongyuan Zha, Nan Cao
2019CIKMGraph Convolutional Networks with Motif-based Attention.John Boaz Lee, Ryan A. Rossi, Xiangnan Kong, Sungchul Kim, Eunyee Koh, Anup Rao
2019KDDTowards Robust and Discriminative Sequential Data Learning: When and How to Perform Adversarial Training?Xiaowei Jia, Sheng Li, Handong Zhao, Sungchul Kim, Vipin Kumar
2019KDDLatent Network Summarization: Bridging Network Embedding and Summarization.Di Jin, Ryan A. Rossi, Eunyee Koh, Sungchul Kim, Anup Rao, Danai Koutra
2019WSDMDomain Switch-Aware Holistic Recurrent Neural Network for Modeling Multi-Domain User Behavior.Donghyun Kim, Sungchul Kim, Handong Zhao, Sheng Li, Ryan A. Rossi, Eunyee Koh
2018CIKMPredictive Analysis by Leveraging Temporal User Behavior and User Embeddings.Charles Chen, Sungchul Kim, Hung Bui, Ryan A. Rossi, Eunyee Koh, Branislav Kveton, Razvan C. Bunescu
2018WWWContinuous-Time Dynamic Network Embeddings.Giang Hoang Nguyen, John Boaz Lee, Ryan A. Rossi, Nesreen K. Ahmed, Eunyee Koh, Sungchul Kim
2017WWWProbabilistic Visitor Stitching on Cross-Device Web Logs.Sungchul Kim, Nikhil Kini, Jay Pujara, Eunyee Koh, Lise Getoor
2017WWWWimNet: Vision Search for Web Logs.Sungchul Kim, Sana Malik, Nedim Lipka, Eunyee Koh
2017WSDMPredicting Online Purchase Conversion for Retargeting.Jinyoung Yeo, Sungchul Kim, Eunyee Koh, Seung-won Hwang, Nedim Lipka
2016WWWPurchase Influence Mining: Identifying Top-k Items Attracting Purchase of Target Item.Sungchul Kim, Jinyoung Yeo, Eunyee Koh, Nedim Lipka
2016WWWBrowsing2purchase: Online Customer Model for Sales Forecasting in an E-Commerce Site.Jinyoung Yeo, Sungchul Kim, Eunyee Koh, Seung-won Hwang, Nedim Lipka
2014CIKMIdentifying Cancer Subtypes based on Somatic Mutation Profile.Sungchul Kim, Lee Sael, Hwanjo Yu
2013CIKMEfficient local ligand-binding site search using landmark mds.Sungchul Kim, Lee Sael, Hwanjo Yu
2013ICWSMDon't Be Spoiled by Your Friends: Spoiler Detection in TV Program Tweets.Sungho Jeon, Sungchul Kim, Hwanjo Yu
2012ACLMultilingual Named Entity Recognition using Parallel Data and Metadata from Wikipedia.Sungchul Kim, Kristina Toutanova, Hwanjo Yu
2012CIKMIndexing methods for efficient protein 3D surface search.Sungchul Kim, Lee Sael, Hwanjo Yu
2011CIKMAdvertiser-centric approach to understand user click behavior in sponsored search.Sungchul Kim, Tao Qin, Hwanjo Yu, Tie-Yan Liu
2010CIKMRankSVR: can preference data help regression?Hwanjo Yu, Sungchul Kim, Seung-Hoon Na
2010ICDMPassive Sampling for Regression.Hwanjo Yu, Sungchul Kim
2009CIKMVRIFA: a nonlinear SVM visualization tool using nomogram and localized radial basis function (LRBF) kernels.Ngo Anh Vien, Nguyen Hoang Viet, TaeChoong Chung, Hwanjo Yu, Sungchul Kim, Baek Hwan Cho
2009CIKMRefMed: relevance feedback retrieval system fo PubMed.Hwanjo Yu, Taehoon Kim, Jinoh Oh, Ilhwan Ko, Sungchul Kim
2009CIKMEnabling multi-level relevance feedback on pubmed by integrating rank learning into DBMS.Hwanjo Yu, Taehoon Kim, Jinoh Oh, Ilhwan Ko, Sungchul Kim, Wook-Shin Han