Namyong Park

63 papers A* 16A 4B 2Misc 1Journal 31Unranked 8
YearRankTypeTitle / Venue / Authors
2026 — conf
A Survey on LLM-based Conversational User Simulation.
EACL (Volume 1: Long Papers)
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
2026 J jnl
InfinityStory: Unlimited Video Generation with World Consistency and Character-Aware Shot Transitions.
CoRR
Mohamed Elmoghany, Liangbing Zhao, Xiaoqian Shen, Subhojyoti Mukherjee, Yang Zhou, Gang Wu, Viet Dac Lai, Seunghyun Yoon, Ryan Rossi, Abdullah Rashwan, Puneet Mathur, Varun Manjunatha, Daksh Dangi, Chien Nguyen, Nedim Lipka, Trung Bui, Krishna Kumar Singh, Ruiyi Zhang, Xiaolei Huang, Jaemin Cho, Yu Wang, Namyong Park, Zhengzhong Tu, Hongjie Chen, Hoda Eldardiry, Nesreen K. Ahmed, Thien Huu Nguyen, Dinesh Manocha, Mohamed Elhoseiny, Franck Dernoncourt
2025 A* conf
A Large-scale Training Paradigm for Graph Generative Models.
ICLR
Yu Wang, Ryan A. Rossi, Namyong Park, Huiyuan Chen, Nesreen K. Ahmed, Puja Trivedi, Franck Dernoncourt, Danai Koutra, Tyler Derr
2025 — conf
A Survey on Long-Video Storytelling Generation: Architectures, Consistency, and Cinematic Quality.
ICCVW
Mohamed Elmoghany, Ryan A. Rossi, Seunghyun Yoon, Subhojyoti Mukherjee, Eslam Mohamed Bakr, Puneet Mathur, Gang Wu, Viet Dac Lai, Nedim Lipka, Ruiyi Zhang, Varun Manjunatha, Chien Nguyen, Daksh Dangi, Abel Salinas, Hongjie Chen, Xiaolei Huang, Joe Barrow, Nesreen K. Ahmed, Hoda Eldardiry, Namyong Park, Yu Wang, Zhengzhong Tu, Thien Huu Nguyen, Dinesh Manocha, Mohamed Elhoseiny, Franck Dernoncourt
2025 J jnl
A Survey on Long-Video Storytelling Generation: Architectures, Consistency, and Cinematic Quality.
CoRR
Mohamed Elmoghany, Ryan A. Rossi, Seunghyun Yoon, Subhojyoti Mukherjee, Eslam Mohamed Bakr, Puneet Mathur, Gang Wu, Viet Dac Lai, Nedim Lipka, Ruiyi Zhang, Varun Manjunatha, Chien Van Nguyen, Daksh Dangi, Abel Salinas, Mohammad Reza Taesiri, Hongjie Chen, Xiaolei Huang, Joe Barrow, Nesreen K. Ahmed, Hoda Eldardiry, Namyong Park, Yu Wang, Jaemin Cho, Anh Totti Nguyen, Zhengzhong Tu, Thien Huu Nguyen, Dinesh Manocha, Mohamed Elhoseiny, Franck Dernoncourt
2025 Misc conf
A Survey on Small Language Models.
RANLP
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
2025 J jnl
Cross-attention Secretly Performs Orthogonal Alignment in Recommendation Models.
CoRR
Hyunin Lee, Yong Zhang, Hoang Vu Nguyen, Xiaoyi Liu, Namyong Park, Christopher Jung, Rong Jin, Yang Wang, Zhigang Wang, Somayeh Sojoudi, Xue Feng
2025 — conf
Demystifying the Power of Large Language Models in Graph Generation.
NAACL (Findings)
Yu Wang, Ryan A. Rossi, Namyong Park, Nesreen K. Ahmed, Danai Koutra, Franck Dernoncourt, Tyler Derr
2025 J jnl
Edges Matter: An Analysis of Graph Time-Series Representations for Temporal Networks.
IEEE Trans. Netw. Sci. Eng.
Hongjie Chen, Ryan A. Rossi, Nesreen K. Ahmed, Namyong Park, Yu Wang, Tyler Derr, Hoda Eldardiry
2025 — conf
From Selection to Generation: A Survey of LLM-based Active Learning.
ACL (1)
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
2025 J jnl
From Selection to Generation: A Survey of LLM-based Active Learning.
CoRR
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
2025 — conf
GUI Agents: A Survey.
ACL (Findings)
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
2025 J jnl
Memory-Efficient Fine-Tuning of Transformers via Token Selection.
CoRR
Antoine Simoulin, Namyong Park, Xiaoyi Liu, Grey Yang
2025 J jnl
Personalized Graph-Based Retrieval for Large Language Models.
CoRR
Steven Au, Cameron J. Dimacali, Ojasmitha Pedirappagari, Namyong Park, Franck Dernoncourt, Yu Wang, Nikos Kanakaris, Hanieh Deilamsalehy, Ryan A. Rossi, Nesreen K. Ahmed
2024 J jnl
A Survey of Small Language Models.
CoRR
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, Franck Dernoncourt, Nesreen K. Ahmed, Nedim Lipka, Ruiyi Zhang, Xiang Chen, Tong Yu, Sungchul Kim, Hanieh Deilamsalehy, Namyong Park, Mike Rimer, Zhehao Zhang, Huanrui Yang, Ryan A. Rossi, Thien Huu Nguyen
2024 A* conf
Editing Partially Observable Networks via Graph Diffusion Models.
ICML
Puja Trivedi, Ryan A. Rossi, David Arbour, Tong Yu, Franck Dernoncourt, Sungchul Kim, Nedim Lipka, Namyong Park, Nesreen K. Ahmed, Danai Koutra
2024 J jnl
Fairness-Aware Graph Neural Networks: A Survey.
ACM Trans. Knowl. Discov. Data
April Chen, Ryan A. Rossi, Namyong Park, Puja Trivedi, Yu Wang, Tong Yu, Sungchul Kim, Franck Dernoncourt, Nesreen K. Ahmed
2024 A* conf
Forward Learning of Graph Neural Networks.
ICLR
Namyong Park, Xing Wang, Antoine Simoulin, Shuai Yang, Grey Yang, Ryan A. Rossi, Puja Trivedi, Nesreen K. Ahmed
2024 J jnl
Forward Learning of Graph Neural Networks.
CoRR
Namyong Park, Xing Wang, Antoine Simoulin, Shuai Yang, Grey Yang, Ryan A. Rossi, Puja Trivedi, Nesreen K. Ahmed
2024 J jnl
GLEMOS: Benchmark for Instantaneous Graph Learning Model Selection.
CoRR
Namyong Park, Ryan A. Rossi, Xing Wang, Antoine Simoulin, Nesreen K. Ahmed, Christos Faloutsos
2024 J jnl
GRS-QA - Graph Reasoning-Structured Question Answering Dataset.
CoRR
Anish Pahilajani, Devasha Trivedi, Jincen Shuai, Khin S. Yone, Samyak Rajesh Jain, Namyong Park, Ryan A. Rossi, Nesreen K. Ahmed, Franck Dernoncourt, Yu Wang
2024 J jnl
GUI Agents: A Survey.
CoRR
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, Thien Huu Nguyen, Trung Bui, Tianyi Zhou, Ryan A. Rossi, Franck Dernoncourt
2024 J jnl
Large Generative Graph Models.
CoRR
Yu Wang, Ryan A. Rossi, Namyong Park, Huiyuan Chen, Nesreen K. Ahmed, Puja Trivedi, Franck Dernoncourt, Danai Koutra, Tyler Derr
2024 A* conf
Memory-Efficient Fine-Tuning of Transformers via Token Selection.
EMNLP
Antoine Simoulin, Namyong Park, Xiaoyi Liu, Grey Yang
2024 J jnl
Personalized Multimodal Large Language Models: A Survey.
CoRR
Junda Wu, Hanjia Lyu, Yu Xia, Zhehao Zhang, Joe Barrow, Ishita Kumar, Mehrnoosh Mirtaheri, Hongjie Chen, Ryan A. Rossi, Franck Dernoncourt, Tong Yu, Ruiyi Zhang, Jiuxiang Gu, Nesreen K. Ahmed, Yu Wang, Xiang Chen, Hanieh Deilamsalehy, Namyong Park, Sungchul Kim, Huanrui Yang, Subrata Mitra, Zhengmian Hu, Nedim Lipka, Dang Nguyen, Yue Zhao, Jiebo Luo, Julian J. McAuley
2023 A conf
CallMine: Fraud Detection and Visualization of Million-Scale Call Graphs.
CIKM
Mirela Teixeira Cazzolato, Saranya Vijayakumar, Meng-Chieh Lee, Catalina Vajiac, Namyong Park, Pedro Fidalgo, Agma J. M. Traina, Christos Faloutsos
2023 J jnl
DeltaShield: Information Theory for Human- Trafficking Detection.
ACM Trans. Knowl. Discov. Data
Catalina Vajiac, Meng-Chieh Lee, Aayushi Kulshrestha, Sacha Levy, Namyong Park, Andreas M. Olligschlaeger, Cara Jones, Reihaneh Rabbany, Christos Faloutsos
2023 J jnl
Fairness-Aware Graph Neural Networks: A Survey.
CoRR
April Chen, Ryan A. Rossi, Namyong Park, Puja Trivedi, Yu Wang, Tong Yu, Sungchul Kim, Franck Dernoncourt, Nesreen K. Ahmed
2023 A* conf
GLEMOS: Benchmark for Instantaneous Graph Learning Model Selection.
NeurIPS
Namyong Park, Ryan A. Rossi, Xing Wang, Antoine Simoulin, Nesreen K. Ahmed, Christos Faloutsos
2023 J jnl
Leveraging Graph Diffusion Models for Network Refinement Tasks.
CoRR
Puja Trivedi, Ryan A. Rossi, David Arbour, Tong Yu, Franck Dernoncourt, Sungchul Kim, Nedim Lipka, Namyong Park, Nesreen K. Ahmed, Danai Koutra
2023 A* conf
MetaGL: Evaluation-Free Selection of Graph Learning Models via Meta-Learning.
ICLR
Namyong Park, Ryan A. Rossi, Nesreen K. Ahmed, Christos Faloutsos
2023 — conf
On Graph Time-Series Representations for Temporal Networks.
WWW (Companion Volume)
Ryan A. Rossi, Nesreen K. Ahmed, Namyong Park
2023 A* conf
TgrApp: Anomaly Detection and Visualization of Large-Scale Call Graphs.
AAAI
Mirela T. Cazzolato, Saranya Vijayakumar, Xinyi Zheng, Namyong Park, Meng-Chieh Lee, Duen Horng Chau, Pedro Fidalgo, Bruno Lages, Agma J. M. Traina, Christos Faloutsos
2023 J jnl
TrafficVis: Visualizing Organized Activity and Spatio-Temporal Patterns for Detecting and Labeling Human Trafficking.
IEEE Trans. Vis. Comput. Graph.
Catalina Vajiac, Duen Horng Chau, Andreas M. Olligschlaeger, Rebecca Mackenzie, Pratheeksha Nair, Meng-Chieh Lee, Yifei Li, Namyong Park, Reihaneh Rabbany, Christos Faloutsos
2022 J jnl
AutoGML: Fast Automatic Model Selection for Graph Machine Learning.
CoRR
Namyong Park, Ryan A. Rossi, Nesreen K. Ahmed, Christos Faloutsos
2022 J jnl
CGC: Contrastive Graph Clustering for Community Detection and Tracking.
CoRR
Namyong Park, Ryan A. Rossi, Eunyee Koh, Iftikhar Ahamath Burhanuddin, Sungchul Kim, Fan Du, Nesreen K. Ahmed, Christos Faloutsos
2022 A* conf
CGC: Contrastive Graph Clustering forCommunity Detection and Tracking.
WWW
Namyong Park, Ryan A. Rossi, Eunyee Koh, Iftikhar Ahamath Burhanuddin, Sungchul Kim, Fan Du, Nesreen K. Ahmed, Christos Faloutsos
2022 A conf
EvoKG: Jointly Modeling Event Time and Network Structure for Reasoning over Temporal Knowledge Graphs.
WSDM
Namyong Park, Fuchen Liu, Purvanshi Mehta, Dana Cristofor, Christos Faloutsos, Yuxiao Dong
2022 J jnl
EvoKG: Jointly Modeling Event Time and Network Structure for Reasoning over Temporal Knowledge Graphs.
CoRR
Namyong Park, Fuchen Liu, Purvanshi Mehta, Dana Cristofor, Christos Faloutsos, Yuxiao Dong
2022 — —
Mining and Learning With Graphs and Tensors
Namyong Park
2022 B conf
TgraphSpot: Fast and Effective Anomaly Detection for Time-Evolving Graphs.
IEEE Big Data
Mirela T. Cazzolato, Saranya Vijayakumar, Xinyi Zheng, Namyong Park, Meng-Chieh Lee, Pedro Fidalgo, Bruno Lages, Agma J. M. Traina, Christos Faloutsos
2022 — conf
VisPaD: Visualization and Pattern Discovery for Fighting Human Trafficking.
WWW (Companion Volume)
Pratheeksha Nair, Yifei Li, Catalina Vajiac, Andreas M. Olligschlaeger, Meng-Chieh Lee, Namyong Park, Duen Horng Chau, Christos Faloutsos, Reihaneh Rabbany
2021 A* conf
INFOSHIELD: Generalizable Information-Theoretic Human-Trafficking Detection.
ICDE
Meng-Chieh Lee, Catalina Vajiac, Aayushi Kulshrestha, Sacha Levy, Namyong Park, Cara Jones, Reihaneh Rabbany, Christos Faloutsos
2021 A* conf
Knowledge-Based Dynamic Systems Modeling: A Case Study on Modeling River Water Quality.
ICDE
Namyong Park, Minhyeok Kim, Nguyen Xuan Hoai, Robert I. McKay, Dong-Kyun Kim
2021 J jnl
Knowledge-Guided Dynamic Systems Modeling: A Case Study on Modeling River Water Quality.
CoRR
Namyong Park, Minhyeok Kim, Nguyen Xuan Hoai, Robert I. McKay, Dong-Kyun Kim
2020 J jnl
Dropout Prediction over Weeks in MOOCs by Learning Representations of Clicks and Videos.
CoRR
Byungsoo Jeon, Namyong Park
2020 J jnl
Dropout Prediction over Weeks in MOOCs via Interpretable Multi-Layer Representation Learning.
CoRR
Byungsoo Jeon, Namyong Park, Seojin Bang
2020 A* conf
J-Recs: Principled and Scalable Recommendation Justification.
ICDM
Namyong Park, Andrey Kan, Christos Faloutsos, Xin Luna Dong
2020 J jnl
J-Recs: Principled and Scalable Recommendation Justification.
CoRR
Namyong Park, Andrey Kan, Christos Faloutsos, Xin Luna Dong
2020 A* conf
MultiImport: Inferring Node Importance in a Knowledge Graph from Multiple Input Signals.
KDD
Namyong Park, Andrey Kan, Xin Luna Dong, Tong Zhao, Christos Faloutsos
2020 J jnl
MultiImport: Inferring Node Importance in a Knowledge Graph from Multiple Input Signals.
CoRR
Namyong Park, Andrey Kan, Xin Luna Dong, Tong Zhao, Christos Faloutsos
2019 A* conf
Estimating Node Importance in Knowledge Graphs Using Graph Neural Networks.
KDD
Namyong Park, Andrey Kan, Xin Luna Dong, Tong Zhao, Christos Faloutsos
2019 J jnl
Estimating Node Importance in Knowledge Graphs Using Graph Neural Networks.
CoRR
Namyong Park, Andrey Kan, Xin Luna Dong, Tong Zhao, Christos Faloutsos
2019 J jnl
Fast and scalable method for distributed Boolean tensor factorization.
VLDB J.
Namyong Park, Sejoon Oh, U Kang
2019 J jnl
High-Performance Tucker Factorization on Heterogeneous Platforms.
IEEE Trans. Parallel Distributed Syst.
Sejoon Oh, Namyong Park, Jun-Gi Jang, Lee Sael, U Kang
2018 A* conf
Scalable Tucker Factorization for Sparse Tensors - Algorithms and Discoveries.
ICDE
Sejoon Oh, Namyong Park, Lee Sael, U Kang
2017 — conf
BePI: Fast and Memory-Efficient Method for Billion-Scale Random Walk with Restart.
SIGMOD Conference
Jinhong Jung, Namyong Park, Lee Sael, U Kang
2017 A* conf
Fast and Scalable Distributed Boolean Tensor Factorization.
ICDE
Namyong Park, Sejoon Oh, U Kang
2017 J jnl
Scalable Tucker Factorization for Sparse Tensors - Algorithms and Discoveries.
CoRR
Sejoon Oh, Namyong Park, Lee Sael, U Kang
2016 A conf
BIGtensor: Mining Billion-Scale Tensor Made Easy.
CIKM
Namyong Park, Byungsoo Jeon, Jungwoo Lee, U Kang
2016 A* conf
Partition Aware Connected Component Computation in Distributed Systems.
ICDM
Ha-Myung Park, Namyong Park, Sung-Hyon Myaeng, U Kang
2013 B conf
Cutting evaluation costs: An investigation into early termination in genetic programming.
IEEE Congress on Evolutionary Computation
Namyong Park, Kangil Kim, Robert I. McKay
2012 A conf
Evolving the best known approximation to the Q function.
GECCO
Dao Ngoc Phong, Nguyen Xuan Hoai, Robert Ian (Bob) McKay, Constantin Siriteanu, Nguyen Quang Uy, Namyong Park