Ryan A. Rossi

459 papers A* 62A 25B 25C 5Misc 5Journal 258Unranked 79
YearRankTypeTitle / Venue / Authors
2026 J jnl
"Someone Hid It": Query-Agnostic Black-Box Attacks on LLM-Based Retrieval.
CoRR
Jiate Li, Defu Cao, Li Li, Wei Yang, Yuehan Qin, Chenxiao Yu, Tiannuo Yang, Ryan A. Rossi, Yan Liu, Xiyang Hu, Yue Zhao
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
Anticipatory Planning for Multimodal AI Agents.
CoRR
Yongyuan Liang, Shijie Zhou, Yu Gu, Hao Tan, Gang Wu, Franck Dernoncourt, Jihyung Kil, Ryan A. Rossi, Ruiyi Zhang
2026 J jnl
Blind to the Human Touch: Overlap Bias in LLM-Based Summary Evaluation.
CoRR
Jiangnan Fang, Cheng-Tse Liu, Hanieh Deilamsalehy, Nesreen K. Ahmed, Puneet Mathur, Nedim Lipka, Franck Dernoncourt, Ryan A. Rossi
2026 J jnl
Human-Aligned MLLM Judges for Fine-Grained Image Editing Evaluation: A Benchmark, Framework, and Analysis.
CoRR
Runzhou Liu, Hailey Weingord, Sejal Mittal, Prakhar Dungarwal, Anusha Nandula, Bo Ni, Samyadeep Basu, Hongjie Chen, Nesreen K. Ahmed, Li Li, Jiayi Zhang, Koustava Goswami, Subhojyoti Mukherjee, Branislav Kveton, Puneet Mathur, Franck Dernoncourt, Yue Zhao, Yu Wang, Ryan A. Rossi, Zhengzhong Tu, Hongru Du
2026 A conf
Knowledge Homophily in Large Language Models.
WSDM
Utkarsh Sahu, Zhisheng Qi, Mahantesh Halappanavar, Nedim Lipka, Ryan A. Rossi, Franck Dernoncourt, Yu Zhang, Yao Ma, Yu Wang
2026 A* conf
Multi-Agent Collaborative Filtering: Orchestrating Users and Items for Agentic Recommendations.
WWW
Yu Xia, Sungchul Kim, Tong Yu, Ryan A. Rossi, Julian J. McAuley
2026 J jnl
Reasoning-Based Personalized Generation for Users with Sparse Data.
CoRR
Bo Ni, Branislav Kveton, Samyadeep Basu, Subhojyoti Mukherjee, Leyao Wang, Franck Dernoncourt, Sungchul Kim, Seunghyun Yoon, Zichao Wang, Ruiyi Zhang, Puneet Mathur, Jihyung Kil, Jiuxiang Gu, Nedim Lipka, Yu Wang, Ryan A. Rossi, Tyler Derr
2026 A conf
Rigorizing Retrieval-augmented Generation with Structured Knowledge Intelligence (6 Hrs).
WSDM
Zhisheng Qi, Yongjia Lei, Haoyu Han, Harry Shomer, Kaize Ding, Yu Zhang, Ryan A. Rossi, Hui Liu, Yu Wang
2026 J jnl
Segment Length Matters: A Study of Segment Lengths on Audio Fingerprinting Performance.
CoRR
Ziling Gong, Yunyan Ouyang, Iram Kamdar, Melody Ma, Hongjie Chen, Franck Dernoncourt, Ryan A. Rossi, Nesreen K. Ahmed
2026 J jnl
Variable-Length Audio Fingerprinting.
CoRR
Hongjie Chen, Hanyu Meng, Huimin Zeng, Ryan A. Rossi, Lie Lu, Josh Kimball
2026 A* conf
VipAct: Visual-Perception Enhancement via Specialized VLM Agent Collaboration and Tool-use.
AAAI
Zhehao Zhang, Ryan A. Rossi, Tong Yu, Franck Dernoncourt, Ruiyi Zhang, Jiuxiang Gu, Sungchul Kim, Xiang Chen, Zichao Wang, Nedim Lipka
2025 Misc conf
A Framework for Fine-Tuning LLMs Using Heterogeneous Feedback.
RANLP
Ryan Aponte, Ryan A. Rossi, Shunan Guo, Franck Dernoncourt, Tong Yu, Xiang Chen, Subrata Mitra, Nedim Lipka
2025 J jnl
A Graph Perspective to Probe Structural Patterns of Knowledge in Large Language Models.
CoRR
Utkarsh Sahu, Zhisheng Qi, Yongjia Lei, Ryan A. Rossi, Franck Dernoncourt, Nesreen K. Ahmed, Mahantesh M. Halappanavar, Yao Ma, Yu Wang
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 J jnl
A Personalized Conversational Benchmark: Towards Simulating Personalized Conversations.
CoRR
Li Li, Peilin Cai, Ryan A. Rossi, Franck Dernoncourt, Branislav Kveton, Junda Wu, Tong Yu, Linxin Song, Tiankai Yang, Yuehan Qin, Nesreen K. Ahmed, Samyadeep Basu, Subhojyoti Mukherjee, Ruiyi Zhang, Zhengmian Hu, Bo Ni, Yuxiao Zhou, Zichao Wang, Yue Huang, Yu Wang, Xiangliang Zhang, Philip S. Yu, Xiyang Hu, Yue Zhao
2025 J jnl
A Reinforcement Learning Framework for N-Ary Document-Level Relation Extraction.
IEEE Trans. Big Data
Chenhan Yuan, Ryan A. Rossi, Andrew Katz, Hoda Eldardiry
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 J jnl
A Survey on Mechanistic Interpretability for Multi-Modal Foundation Models.
CoRR
Zihao Lin, Samyadeep Basu, Mohammad Beigi, Varun Manjunatha, Ryan A. Rossi, Zichao Wang, Yufan Zhou, Sriram Balasubramanian, Arman Zarei, Keivan Rezaei, Ying Shen, Barry Menglong Yao, Zhiyang Xu, Qin Liu, Yuxiang Zhang, Yan Sun, Shilong Liu, Li Shen, Hongxuan Li, Soheil Feizi, Lifu Huang
2025 J jnl
A Survey on Personalized and Pluralistic Preference Alignment in Large Language Models.
CoRR
Zhouhang Xie, Junda Wu, Yiran Shen, Yu Xia, Xintong Li, Aaron Chang, Ryan A. Rossi, Sachin Kumar, Bodhisattwa Prasad Majumder, Jingbo Shang, Prithviraj Ammanabrolu, Julian J. McAuley
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 — conf
AD-LLM: Benchmarking Large Language Models for Anomaly Detection.
ACL (Findings)
Tiankai Yang, Yi Nian, Li Li, Ruiyao Xu, Yuangang Li, Jiaqi Li, Zhuo Xiao, Xiyang Hu, Ryan A. Rossi, Kaize Ding, Xia Hu, Yue Zhao
2025 J jnl
Active Learning for Direct Preference Optimization.
CoRR
Branislav Kveton, Xintong Li, Julian J. McAuley, Ryan A. Rossi, Jingbo Shang, Junda Wu, Tong Yu
2025 — conf
Augment before You Try: Knowledge-Enhanced Table Question Answering via Table Expansion.
EMNLP (Findings)
Yujian Liu, Jiabao Ji, Tong Yu, Ryan A. Rossi, Sungchul Kim, Handong Zhao, Ritwik Sinha, Yang Zhang, Shiyu Chang
2025 A* conf
Brickify: Enabling Expressive Design Intent Specification through Direct Manipulation on Design Tokens.
CHI
Xinyu Shi, Yinghou Wang, Ryan A. Rossi, Jian Zhao
2025 J jnl
Brickify: Enabling Expressive Design Intent Specification through Direct Manipulation on Design Tokens.
CoRR
Xinyu Shi, Yinghou Wang, Ryan A. Rossi, Jian Zhao
2025 J jnl
CachePrune: Neural-Based Attribution Defense Against Indirect Prompt Injection Attacks.
CoRR
Rui Wang, Junda Wu, Yu Xia, Tong Yu, Ruiyi Zhang, Ryan A. Rossi, Lina Yao, Julian J. McAuley
2025 A conf
Causal Discovery-Driven Change Point Detection in Time Series.
AISTATS
Shanyun Gao, Raghavendra Addanki, Tong Yu, Ryan A. Rossi, Murat Kocaoglu
2025 B conf
Chart-to-Experience: Benchmarking Multimodal LLMs for Predicting Experiential Impact of Charts.
PacificVis
Seon Gyeom Kim, Jae Young Choi, Ryan A. Rossi, Eunyee Koh, Tak Yeon Lee
2025 J jnl
Chart-to-Experience: Benchmarking Multimodal LLMs for Predicting Experiential Impact of Charts.
CoRR
Seon Gyeom Kim, Jae Young Choi, Ryan A. Rossi, Eunyee Koh, Tak Yeon Lee
2025 — conf
ChartCitor: Answer Citations for ChartQA via Multi-Agent LLM Retrieval.
WWW (Companion Volume)
Kanika Goswami, Puneet Mathur, Ryan A. Rossi, Franck Dernoncourt
2025 J jnl
ChartCitor: Multi-Agent Framework for Fine-Grained Chart Visual Attribution.
CoRR
Kanika Goswami, Puneet Mathur, Ryan A. Rossi, Franck Dernoncourt
2025 — conf
ChartLens: Fine-grained Visual Attribution in Charts.
ACL (1)
Manan Suri, Puneet Mathur, Nedim Lipka, Franck Dernoncourt, Ryan A. Rossi, Dinesh Manocha
2025 J jnl
ChartLens: Fine-grained Visual Attribution in Charts.
CoRR
Manan Suri, Puneet Mathur, Nedim Lipka, Franck Dernoncourt, Ryan A. Rossi, Dinesh Manocha
2025 J jnl
Charts Are Not Images: On the Challenges of Scientific Chart Editing.
CoRR
Shawn Li, Ryan A. Rossi, Sungchul Kim, Sunav Choudhary, Franck Dernoncourt, Puneet Mathur, Zhengzhong Tu, Yue Zhao
2025 J jnl
CodeLutra: Boosting LLM Code Generation via Preference-Guided Refinement.
Trans. Mach. Learn. Res.
Leitian Tao, Xiang Chen, Tong Yu, Tung Mai, Ryan A. Rossi, Yixuan Li, Saayan Mitra
2025 J jnl
DICE: Dynamic In-Context Example Selection in LLM Agents via Efficient Knowledge Transfer.
CoRR
Ruoyu Wang, Junda Wu, Yu Xia, Tong Yu, Ryan A. Rossi, Julian J. McAuley, Lina Yao
2025 J jnl
Decomposition-Enhanced Training for Post-Hoc Attributions In Language Models.
CoRR
Sriram Balasubramaniam, Samyadeep Basu, Koustava Goswami, Ryan A. Rossi, Varun Manjunatha, Roshan Santhosh, Ruiyi Zhang, Soheil Feizi, Nedim Lipka
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
Disambiguation in Conversational Question Answering in the Era of LLM: A Survey.
CoRR
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
2025 A* conf
Disambiguation in Conversational Question Answering in the Era of LLMs and Agents: A Survey.
EMNLP
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
2025 — conf
Diversify-verify-adapt: Efficient and Robust Retrieval-Augmented Ambiguous Question Answering.
NAACL (Long Papers)
Yeonjun In, Sungchul Kim, Ryan A. Rossi, Md. Mehrab Tanjim, Tong Yu, Ritwik Sinha, Chanyoung Park
2025 J jnl
Do Large Multimodal Models Solve Caption Generation for Scientific Figures? Lessons Learned from SCICAP Challenge 2023.
CoRR
Ting-Yao Hsu, Yi-Li Hsu, Shaurya Rohatgi, Chieh-Yang Huang, Ho Yin Sam Ng, Ryan A. Rossi, Sungchul Kim, Tong Yu, Lun-Wei Ku, C. Lee Giles, Ting-Hao K. Huang
2025 — conf
Doc-React: Multi-page Heterogeneous Document Question-answering.
ACL (2)
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
2025 — conf
DocVoyager: Anticipating User's Information Needs and Guiding Document Reading through Question Answering.
CHI Extended Abstracts
Yoonjoo Lee, Nedim Lipka, Zichao Wang, Ryan A. Rossi, Puneet Mathur, Tong Sun, Alexa F. Siu
2025 J jnl
Document Attribution: Examining Citation Relationships using Large Language Models.
CoRR
Vipula Rawte, Ryan A. Rossi, Franck Dernoncourt, Nedim Lipka
2025 J jnl
Drift No More? Context Equilibria in Multi-Turn LLM Interactions.
CoRR
Vardhan Dongre, Ryan A. Rossi, Viet Dac Lai, David Seunghyun Yoon, Dilek Hakkani-Tür, Trung Bui
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 J jnl
Efficient Model Selection for Time Series Forecasting via LLMs.
CoRR
Wang Wei, Tiankai Yang, Hongjie Chen, Ryan A. Rossi, Yue Zhao, Franck Dernoncourt, Hoda Eldardiry
2025 J jnl
Evaluation-free Time-series Forecasting Model Selection via Meta-learning.
ACM Trans. Knowl. Discov. Data
Mustafa Abdallah, Ryan A. Rossi, Kanak Mahadik, Sungchul Kim, Handong Zhao, Saurabh Bagchi
2025 J jnl
Exploring Rewriting Approaches for Different Conversational Tasks.
CoRR
Md. Mehrab Tanjim, Ryan A. Rossi, Mike Rimer, Xiang Chen, Sungchul Kim, Vaishnavi Muppala, Tong Yu, Zhengmian Hu, Ritwik Sinha, Wei Zhang, Iftikhar Ahamath Burhanuddin, Franck Dernoncourt
2025 — conf
Few-Shot Graph Out-of-Distribution Detection with LLMs.
ECML/PKDD (4)
Haoyan Xu, Zhengtao Yao, Yushun Dong, Ziyi Wang, Ryan A. Rossi, Mengyuan Li, Yue Zhao
2025 J jnl
Few-Shot Graph Out-of-Distribution Detection with LLMs.
CoRR
Haoyan Xu, Zhengtao Yao, Yushun Dong, Ziyi Wang, Ryan A. Rossi, Mengyuan Li, Yue Zhao
2025 B conf
Few-shot Fine-grained Image Classification with Interpretable Prompt Learning through Distribution Alignment.
ICMI
Dongliang Guo, Handong Zhao, Ryan A. Rossi, Sungchul Kim, Nedim Lipka, Tong Yu, Sheng Li
2025 Misc conf
FigCaps-HF: A Figure-to-Caption Generative Framework and Benchmark with Human Feedback.
RANLP
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
2025 J jnl
Five Years of SciCap: What We Learned and Future Directions for Scientific Figure Captioning.
CoRR
Ting-Hao K. Huang, Ryan A. Rossi, Sungchul Kim, Tong Yu, Ting-Yao Hsu, Ho Yin Ng, C. Lee Giles
2025 J jnl
FlashResearch: Real-time Agent Orchestration for Efficient Deep Research.
CoRR
Lunyiu Nie, Nedim Lipka, Ryan A. Rossi, Swarat Chaudhuri
2025 A* conf
Follow the Flow: Fine-grained Flowchart Attribution with Neurosymbolic Agents.
EMNLP
Manan Suri, Puneet Mathur, Nedim Lipka, Franck Dernoncourt, Ryan A. Rossi, Vivek Gupta, Dinesh Manocha
2025 J jnl
Follow the Flow: Fine-grained Flowchart Attribution with Neurosymbolic Agents.
CoRR
Manan Suri, Puneet Mathur, Nedim Lipka, Franck Dernoncourt, Ryan A. Rossi, Vivek Gupta, Dinesh Manocha
2025 J jnl
Forecasting Time Series with LLMs via Patch-Based Prompting and Decomposition.
CoRR
Mayank Bumb, Anshul Vemulapalli, Sri Harsha Vardhan Prasad Jella, Anish Gupta, An La, Ryan A. Rossi, Hongjie Chen, Franck Dernoncourt, Nesreen K. Ahmed, Yu Wang
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 A* conf
Fully Dynamic Embedding into ℓp Spaces.
ICML
Kiarash Banihashem, Xiang Chen, MohammadTaghi Hajiaghayi, Sungchul Kim, Kanak Mahadik, Ryan A. Rossi, Tong Yu
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 — conf
Gaze2Prompt: Turning Eye-Tracking Data into Visual Prompts for Multimodal LLMs.
UbiComp Companion
Jae Young Choi, Seon Gyeom Kim, Jaywoong Jeong, Ryan A. Rossi, Jihyung Kil, Tak Yeon Lee
2025 J jnl
Generative AI for Autonomous Driving: Frontiers and Opportunities.
CoRR
Yuping Wang, Shuo Xing, Cui Can, Renjie Li, Hongyuan Hua, Kexin Tian, Zhaobin Mo, Xiangbo Gao, Keshu Wu, Sulong Zhou, Hengxu You, Juntong Peng, Junge Zhang, Zehao Wang, Rui Song, Mingxuan Yan, Walter Zimmer, Xingcheng Zhou, Peiran Li, Zhaohan Lu, Chia-Ju Chen, Yue Huang, Ryan A. Rossi, Lichao Sun, Hongkai Yu, Zhiwen Fan, Hao (Frank) Yang, Yuhao Kang, Ross Greer, Chenxi Liu, Eun Hak Lee, Xuan Di, Xinyue Ye, Liu Ren, Alois Knoll, Xiaopeng Li, Shuiwang Ji, Masayoshi Tomizuka, Marco Pavone, Laurence Tianruo Yang, Jing Du, Ming-Hsuan Yang, Hua Wei, Ziran Wang, Yang Zhou, Jiachen Li, Zhengzhong Tu
2025 J jnl
In-context Ranking Preference Optimization.
CoRR
Junda Wu, Rohan Surana, Zhouhang Xie, Yiran Shen, Yu Xia, Tong Yu, Ryan A. Rossi, Prithviraj Ammanabrolu, Julian J. McAuley
2025 J jnl
InfoVids: Reimagining the Viewer Experience with Alternative Visualization-Presenter Relationships.
CoRR
Ji Won Chung, Tongyu Zhou, Ivy Chen, Kevin Hsu, Ryan A. Rossi, Alexa F. Siu, Shunan Guo, Franck Dernoncourt, James Tompkin, Jeff Huang
2025 A* conf
Interactive Visualization Recommendation with Hier-SUCB.
WWW
Songwen Hu, Ryan A. Rossi, Tong Yu, Junda Wu, Handong Zhao, Sungchul Kim, Shuai Li
2025 J jnl
Interactive Visualization Recommendation with Hier-SUCB.
CoRR
Songwen Hu, Ryan A. Rossi, Tong Yu, Junda Wu, Handong Zhao, Sungchul Kim, Shuai Li
2025 J jnl
Iterative Critique-Refine Framework for Enhancing LLM Personalization.
CoRR
Durga Prasad Maram, Dhruvin Gandhi, Zonghai Yao, Gayathri Akkinapalli, Franck Dernoncourt, Yu Wang, Ryan A. Rossi, Nesreen K. Ahmed
2025 J jnl
Knowledge Homophily in Large Language Models.
CoRR
Utkarsh Sahu, Zhisheng Qi, Mahantesh Halappanavar, Nedim Lipka, Ryan A. Rossi, Franck Dernoncourt, Yu Zhang, Yao Ma, Yu Wang
2025 — conf
Knowledge-Aware Query Expansion with Large Language Models for Textual and Relational Retrieval.
NAACL (Long Papers)
Yu Xia, Junda Wu, Sungchul Kim, Tong Yu, Ryan A. Rossi, Haoliang Wang, Julian J. McAuley
2025 J jnl
LUSIFER: Language Universal Space Integration for Enhanced Multilingual Embeddings with Large Language Models.
CoRR
Hieu Man, Nghia Trung Ngo, Viet Dac Lai, Ryan A. Rossi, Franck Dernoncourt, Thien Huu Nguyen
2025 A* conf
LUSIFER: Language Universal Space Integration for Enhanced Representation in Multilingual Text Embedding Models.
SIGIR
Hieu Man, Nghia Trung Ngo, Viet Dac Lai, Ryan A. Rossi, Franck Dernoncourt, Thien Huu Nguyen
2025 — conf
LaMP-Cap: Personalized Figure Caption Generation With Multimodal Figure Profiles.
EMNLP (Findings)
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
2025 J jnl
LaMP-Cap: Personalized Figure Caption Generation With Multimodal Figure Profiles.
CoRR
Ho Yin Sam Ng, Ting-Yao Hsu, Aashish Anantha Ramakrishnan, Branislav Kveton, Nedim Lipka, Franck Dernoncourt, Dongwon Lee, Tong Yu, Sungchul Kim, Ryan A. Rossi, Ting-Hao Kenneth Huang
2025 J jnl
Learning to Clarify by Reinforcement Learning Through Reward-Weighted Fine-Tuning.
CoRR
Subhojyoti Mukherjee, Viet Dac Lai, Raghavendra Addanki, Ryan A. Rossi, Seunghyun Yoon, Trung Bui, Anup B. Rao, Jayakumar Subramanian, Branislav Kveton
2025 J jnl
Learning to Reason in LLMs by Expectation Maximization.
CoRR
Junghyun Lee, Branislav Kveton, Sunav Choudhary, Subhojyoti Mukherjee, Anup B. Rao, Ryan A. Rossi, Alexa Siu
2025 J jnl
Learning to Route LLMs from Bandit Feedback: One Policy, Many Trade-offs.
CoRR
Wang Wei, Tiankai Yang, Hongjie Chen, Yue Zhao, Franck Dernoncourt, Ryan A. Rossi, Hoda Eldardiry
2025 J jnl
Lizard: An Efficient Linearization Framework for Large Language Models.
CoRR
Chien Van Nguyen, Ruiyi Zhang, Hanieh Deilamsalehy, Puneet Mathur, Viet Dac Lai, Haoliang Wang, Jayakumar Subramanian, Ryan A. Rossi, Trung Bui, Nikos Vlassis, Franck Dernoncourt, Thien Huu Nguyen
2025 J jnl
MLLM as a UI Judge: Benchmarking Multimodal LLMs for Predicting Human Perception of User Interfaces.
CoRR
Reuben Luera, Ryan A. Rossi, Franck Dernoncourt, Samyadeep Basu, Sungchul Kim, Subhojyoti Mukherjee, Puneet Mathur, Ruiyi Zhang, Jihyung Kil, Nedim Lipka, Seunghyun Yoon, Jiuxiang Gu, Zichao Wang, Cindy Xiong Bearfield, Branislav Kveton
2025 J jnl
Measuring Time-Series Dataset Similarity using Wasserstein Distance.
CoRR
Hongjie Chen, Akshay Mehra, Josh Kimball, Ryan A. Rossi
2025 — conf
Mitigating Visual Knowledge Forgetting in MLLM Instruction-tuning via Modality-decoupled Gradient Descent.
EMNLP (Findings)
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
2025 J jnl
Mitigating Visual Knowledge Forgetting in MLLM Instruction-tuning via Modality-decoupled Gradient Descent.
CoRR
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
2025 — conf
Mixture of Structural-and-Textual Retrieval over Text-rich Graph Knowledge Bases.
ACL (Findings)
Yongjia Lei, Haoyu Han, Ryan A. Rossi, Franck Dernoncourt, Nedim Lipka, Mahantesh M. Halappanavar, Jiliang Tang, Yu Wang
2025 J jnl
Mixture of Structural-and-Textual Retrieval over Text-rich Graph Knowledge Bases.
CoRR
Yongjia Lei, Haoyu Han, Ryan A. Rossi, Franck Dernoncourt, Nedim Lipka, Mahantesh M. Halappanavar, Jiliang Tang, Yu Wang
2025 J jnl
Multi-Agent Collaborative Filtering: Orchestrating Users and Items for Agentic Recommendations.
CoRR
Yu Xia, Sungchul Kim, Tong Yu, Ryan A. Rossi, Julian J. McAuley
2025 J jnl
Multi-LLM Collaborative Caption Generation in Scientific Documents.
CoRR
Jaeyoung Kim, Jongho Lee, Hongjun Choi, Ting-Yao Hsu, Chieh-Yang Huang, Sungchul Kim, Ryan A. Rossi, Tong Yu, Clyde Lee Giles, Ting-Hao (Kenneth) Huang, Sungchul Choi
2025 Misc conf
Multi-LLM Debiasing Framework.
RANLP
Deonna M. Owens, Ryan A. Rossi, Sungchul Kim, Tong Yu, Franck Dernoncourt, Xiang Chen, Ruiyi Zhang, Jiuxiang Gu, Hanieh Deilamsalehy, Nedim Lipka
2025 Misc conf
Multi-LLM Text Summarization.
RANLP
Jiangnan Fang, Cheng-Tse Liu, Jieun Kim, Yash Bhedaru, Ethan Liu, Nikhil Singh, Nedim Lipka, Puneet Mathur, Nesreen K. Ahmed, Franck Dernoncourt, Ryan A. Rossi, Hanieh Deilamsalehy
2025 A* conf
NoLiMa: Long-Context Evaluation Beyond Literal Matching.
ICML
Ali Modarressi, Hanieh Deilamsalehy, Franck Dernoncourt, Trung Bui, Ryan A. Rossi, Seunghyun Yoon, Hinrich Schütze
2025 J jnl
NoLiMa: Long-Context Evaluation Beyond Literal Matching.
CoRR
Ali Modarressi, Hanieh Deilamsalehy, Franck Dernoncourt, Trung Bui, Ryan A. Rossi, Seunghyun Yoon, Hinrich Schütze
2025 A* conf
Numerical Pruning for Efficient Autoregressive Models.
AAAI
Xuan Shen, Zhao Song, Yufa Zhou, Bo Chen, Jing Liu, Ruiyi Zhang, Ryan A. Rossi, Hao Tan, Tong Yu, Xiang Chen, Yufan Zhou, Tong Sun, Pu Zhao, Yanzhi Wang, Jiuxiang Gu
2025 J jnl
On Mechanistic Circuits for Extractive Question-Answering.
CoRR
Samyadeep Basu, Vlad I. Morariu, Zichao Wang, Ryan A. Rossi, Cherry Zhao, Soheil Feizi, Varun Manjunatha
2025 J jnl
Pandora with Inaccurate Priors.
CoRR
Kiarash Banihashem, Xiang Chen, MohammadTaghi Hajiaghayi, Sungchul Kim, Kanak Mahadik, Ryan A. Rossi, Tong Yu
2025 — conf
Persona-SQ: A Personalized Suggested Question Generation Framework For Real-world Documents.
NAACL (System Demonstrations)
Zihao Lin, Zichao Wang, Yuanting Pan, Varun Manjunatha, Ryan A. Rossi, Angela Lau, Lifu Huang, Tong Sun
2025 J jnl
Personalization of Large Language Models: A Survey.
Trans. Mach. Learn. Res.
Zhehao Zhang, Ryan A. Rossi, Branislav Kveton, Yijia Shao, Diyi Yang, Hamed Zamani, Franck Dernoncourt, Joe Barrow, Tong Yu, Sungchul Kim, Ruiyi Zhang, Jiuxiang Gu, Tyler Derr, Hongjie Chen, Junda Wu, Xiang Chen, Zichao Wang, Subrata Mitra, Nedim Lipka, Nesreen K. Ahmed, Yu Wang
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
2025 — conf
Personalizing Data Delivery: Investigating User Characteristics and Enhancing LLM Predictions.
WWW (Companion Volume)
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
2025 — conf
PlotEdit: Natural Language-Driven Accessible Chart Editing in PDFs via Multimodal LLM Agents.
ECIR (5)
Kanika Goswami, Puneet Mathur, Ryan A. Rossi, Franck Dernoncourt
2025 J jnl
PlotEdit: Natural Language-Driven Accessible Chart Editing in PDFs via Multimodal LLM Agents.
CoRR
Kanika Goswami, Puneet Mathur, Ryan A. Rossi, Franck Dernoncourt
2025 J jnl
PlotGen: Multi-Agent LLM-based Scientific Data Visualization via Multimodal Feedback.
CoRR
Kanika Goswami, Puneet Mathur, Ryan A. Rossi, Franck Dernoncourt
2025 — conf
PlotGen: Multi-Agent LLM-based Scientific Data Visualization via Multimodal Retrieval Feedback.
WWW (Companion Volume)
Kanika Goswami, Puneet Mathur, Ryan A. Rossi, Franck Dernoncourt
2025 — conf
Probabilistic Hypergraph Recurrent Neural Networks for Time-series Forecasting.
KDD (1)
Hongjie Chen, Ryan A. Rossi, Sungchul Kim, Kanak Mahadik, Hoda Eldardiry
2025 J jnl
Quantitative LLM Judges.
CoRR
Aishwarya Sahoo, Jeevana Kruthi Karnuthala, Tushar Parmanand Budhwani, Pranchal Agarwal, Sankaran Vaidyanathan, Alexa F. Siu, Franck Dernoncourt, Jennifer Healey, Nedim Lipka, Ryan A. Rossi, Uttaran Bhattacharya, Branislav Kveton
2025 J jnl
RADAR: Reasoning-Ability and Difficulty-Aware Routing for Reasoning LLMs.
CoRR
Nigel Fernandez, Branislav Kveton, Ryan A. Rossi, Andrew S. Lan, Jack Zichao Wang
2025 J jnl
Retrieval-Augmented Generation with Graphs (GraphRAG).
CoRR
Haoyu Han, Yu Wang, Harry Shomer, Kai Guo, Jiayuan Ding, Yongjia Lei, Mahantesh Halappanavar, Ryan A. Rossi, Subhabrata Mukherjee, Xianfeng Tang, Qi He, Zhigang Hua, Bo Long, Tong Zhao, Neil Shah, Amin Javari, Yinglong Xia, Jiliang Tang
2025 A* conf
SAND: Boosting LLM Agents with Self-Taught Action Deliberation.
EMNLP
Yu Xia, Yiran Shen, Junda Wu, Tong Yu, Sungchul Kim, Ryan A. Rossi, Lina Yao, Julian J. McAuley
2025 J jnl
SAND: Boosting LLM Agents with Self-Taught Action Deliberation.
CoRR
Yu Xia, Yiran Shen, Junda Wu, Tong Yu, Sungchul Kim, Ryan A. Rossi, Lina Yao, Julian J. McAuley
2025 A* conf
SV-RAG: LoRA-Contextualizing Adaptation of MLLMs for Long Document Understanding.
ICLR
Jian Chen, Ruiyi Zhang, Yufan Zhou, Tong Yu, Franck Dernoncourt, Jiuxiang Gu, Ryan A. Rossi, Changyou Chen, Tong Sun
2025 — conf
Self-Debiasing Large Language Models: Zero-Shot Recognition and Reduction of Stereotypes.
NAACL (Short Papers)
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
2025 J jnl
SliderEdit: Continuous Image Editing with Fine-Grained Instruction Control.
CoRR
Arman Zarei, Samyadeep Basu, Mobina Pournemat, Sayan Nag, Ryan A. Rossi, Soheil Feizi
2025 J jnl
Steering MoE LLMs via Expert (De)Activation.
CoRR
Mohsen Fayyaz, Ali Modarressi, Hanieh Deilamsalehy, Franck Dernoncourt, Ryan A. Rossi, Trung Bui, Hinrich Schütze, Nanyun Peng
2025 J jnl
StreamGaze: Gaze-Guided Temporal Reasoning and Proactive Understanding in Streaming Videos.
CoRR
Daeun Lee, Subhojyoti Mukherjee, Branislav Kveton, Ryan A. Rossi, Viet Dac Lai, Seunghyun Yoon, Trung Bui, Franck Dernoncourt, Mohit Bansal
2025 J jnl
Structured Uncertainty guided Clarification for LLM Agents.
CoRR
Manan Suri, Puneet Mathur, Nedim Lipka, Franck Dernoncourt, Ryan A. Rossi, Dinesh Manocha
2025 J jnl
Towards Agentic Recommender Systems in the Era of Multimodal Large Language Models.
CoRR
Chengkai Huang, Junda Wu, Yu Xia, Zixu Yu, Ruhan Wang, Tong Yu, Ruiyi Zhang, Ryan A. Rossi, Branislav Kveton, Dongruo Zhou, Julian J. McAuley, Lina Yao
2025 J jnl
Towards Bridging Review Sparsity in Recommendation with Textual Edge Graph Representation.
CoRR
Leyao Wang, Xutao Mao, Xuhui Zhan, Yuying Zhao, Bo Ni, Ryan A. Rossi, Nesreen K. Ahmed, Tyler Derr
2025 J jnl
Towards Improving Long-Tail Entity Predictions in Temporal Knowledge Graphs through Global Similarity and Weighted Sampling.
CoRR
Mehrnoosh Mirtaheri, Ryan A. Rossi, Sungchul Kim, Kanak Mahadik, Tong Yu, Xiang Chen, Mohammad Rostami
2025 A* conf
Towards Optimal Multi-draft Speculative Decoding.
ICLR
Zhengmian Hu, Tong Zheng, Vignesh Viswanathan, Ziyi Chen, Ryan A. Rossi, Yihan Wu, Dinesh Manocha, Heng Huang
2025 J jnl
Towards Optimal Multi-draft Speculative Decoding.
CoRR
Zhengmian Hu, Tong Zheng, Vignesh Viswanathan, Ziyi Chen, Ryan A. Rossi, Yihan Wu, Dinesh Manocha, Heng Huang
2025 J jnl
Towards Trustworthy Retrieval Augmented Generation for Large Language Models: A Survey.
CoRR
Bo Ni, Zheyuan Liu, Leyao Wang, Yongjia Lei, Yuying Zhao, Xueqi Cheng, Qingkai Zeng, Luna Dong, Yinglong Xia, Krishnaram Kenthapadi, Ryan A. Rossi, Franck Dernoncourt, Md. Mehrab Tanjim, Nesreen K. Ahmed, Xiaorui Liu, Wenqi Fan, Erik Blasch, Yu Wang, Meng Jiang, Tyler Derr
2025 J jnl
Understanding How Paper Writers Use AI-Generated Captions in Figure Caption Writing.
CoRR
Ho Yin Ng, Ting-Yao Hsu, Jiyoo Min, Sungchul Kim, Ryan A. Rossi, Tong Yu, Hyunggu Jung, Ting-Hao Kenneth Huang
2025 B conf
VisChatter: Enhance Synchronous Collaboration on Data Visualization Dashboard with Visual Annotations.
CogSci
Songwen Hu, Tong Yu, Sungchul Kim, Ryan A. Rossi, Cindy Xiong Bearfield
2025 — conf
VisDoM: Multi-Document QA with Visually Rich Elements Using Multimodal Retrieval-Augmented Generation.
NAACL (Long Papers)
Manan Suri, Puneet Mathur, Franck Dernoncourt, Kanika Goswami, Ryan A. Rossi, Dinesh Manocha
2025 J jnl
VisR-Bench: An Empirical Study on Visual Retrieval-Augmented Generation for Multilingual Long Document Understanding.
CoRR
Jian Chen, Ming Li, Jihyung Kil, Chenguang Wang, Tong Yu, Ryan A. Rossi, Tianyi Zhou, Changyou Chen, Ruiyi Zhang
2025 J jnl
WaterFlow: Learning Fast & Robust Watermarks using Stable Diffusion.
CoRR
Vinay Shukla, Prachee Sharma, Ryan A. Rossi, Sungchul Kim, Tong Yu, Aditya Grover
2024 A* conf
"The Data Says Otherwise" - Towards Automated Fact-checking and Communication of Data Claims.
UIST
Yu Fu, Shunan Guo, Jane Hoffswell, Victor S. Bursztyn, Ryan A. Rossi, John T. Stasko
2024 J jnl
"The Data Says Otherwise"-Towards Automated Fact-checking and Communication of Data Claims.
CoRR
Yu Fu, Shunan Guo, Jane Hoffswell, Victor S. Bursztyn, Ryan A. Rossi, John T. Stasko
2024 J jnl
A Framework for Fine-Tuning LLMs using Heterogeneous Feedback.
CoRR
Ryan Aponte, Ryan A. Rossi, Shunan Guo, Franck Dernoncourt, Tong Yu, Xiang Chen, Subrata Mitra, Nedim Lipka
2024 J jnl
A Multi-LLM Debiasing Framework.
CoRR
Deonna M. Owens, Ryan A. Rossi, Sungchul Kim, Tong Yu, Franck Dernoncourt, Xiang Chen, Ruiyi Zhang, Jiuxiang Gu, Hanieh Deilamsalehy, Nedim Lipka
2024 B conf
A Study of Foundation Models for Large-scale Time-series Forecasting.
IEEE Big Data
Hongjie Chen, Ryan A. Rossi, Sungchul Kim, Kanak Mahadik, Hoda Eldardiry
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 J jnl
AD-LLM: Benchmarking Large Language Models for Anomaly Detection.
CoRR
Tiankai Yang, Yi Nian, Shawn Li, Ruiyao Xu, Yuangang Li, Jiaqi Li, Zhuo Xiao, Xiyang Hu, Ryan A. Rossi, Kaize Ding, Xiaohu You, Yue Zhao
2024 — conf
Are Large Language Models Capable of Causal Reasoning for Sensing Data Analysis?
EdgeFM@MobiSys
Zhizhang Hu, Yue Zhang, Ryan A. Rossi, Tong Yu, Sungchul Kim, Shijia Pan
2024 J jnl
Augment before You Try: Knowledge-Enhanced Table Question Answering via Table Expansion.
CoRR
Yujian Liu, Jiabao Ji, Tong Yu, Ryan A. Rossi, Sungchul Kim, Handong Zhao, Ritwik Sinha, Yang Zhang, Shiyu Chang
2024 J jnl
Augmenting Textual Generation via Topology Aware Retrieval.
CoRR
Yu Wang, Nedim Lipka, Ruiyi Zhang, Alexa F. Siu, Yuying Zhao, Bo Ni, Xin Wang, Ryan A. Rossi, Tyler Derr
2024 J jnl
Bias and Fairness in Large Language Models: A Survey.
Comput. Linguistics
Isabel O. Gallegos, Ryan A. Rossi, Joe Barrow, Md. Mehrab Tanjim, Sungchul Kim, Franck Dernoncourt, Tong Yu, Ruiyi Zhang, Nesreen K. Ahmed
2024 J jnl
Causal Discovery in Semi-Stationary Time Series.
CoRR
Shanyun Gao, Raghavendra Addanki, Tong Yu, Ryan A. Rossi, Murat Kocaoglu
2024 J jnl
Causal Discovery-Driven Change Point Detection in Time Series.
CoRR
Shanyun Gao, Raghavendra Addanki, Tong Yu, Ryan A. Rossi, Murat Kocaoglu
2024 J jnl
CodeLutra: Boosting LLM Code Generation via Preference-Guided Refinement.
CoRR
Leitian Tao, Xiang Chen, Tong Yu, Tung Mai, Ryan A. Rossi, Yixuan Li, Saayan Mitra
2024 A* conf
Continuous Treatment Effects with Surrogate Outcomes.
ICML
Zhenghao Zeng, David Arbour, Avi Feller, Raghavendra Addanki, Ryan A. Rossi, Ritwik Sinha, Edward H. Kennedy
2024 J jnl
Continuous Treatment Effects with Surrogate Outcomes.
CoRR
Zhenghao Zeng, David Arbour, Avi Feller, Raghavendra Addanki, Ryan A. Rossi, Ritwik Sinha, Edward H. Kennedy
2024 — conf
CulturaX: A Cleaned, Enormous, and Multilingual Dataset for Large Language Models in 167 Languages.
LREC/COLING
Thuat Nguyen, Chien Van Nguyen, Viet Dac Lai, Hieu Man, Nghia Trung Ngo, Franck Dernoncourt, Ryan A. Rossi, Thien Huu Nguyen
2024 A conf
Data Quality-aware Graph Machine Learning.
CIKM
Yu Wang, Kaize Ding, Xiaorui Liu, Jian Kang, Ryan A. Rossi, Tyler Derr
2024 — conf
DeCoT: Debiasing Chain-of-Thought for Knowledge-Intensive Tasks in Large Language Models via Causal Intervention.
ACL (1)
Junda Wu, Tong Yu, Xiang Chen, Haoliang Wang, Ryan A. Rossi, Sungchul Kim, Anup B. Rao, Julian J. McAuley
2024 J jnl
Delivery Optimized Discovery in Behavioral User Segmentation under Budget Constraint.
CoRR
Harshita Chopra, Atanu R. Sinha, Sunav Choudhary, Ryan A. Rossi, Paavan Kumar Indela, Veda Pranav Parwatala, Srinjayee Paul, Aurghya Maiti
2024 J jnl
Diversify-verify-adapt: Efficient and Robust Retrieval-Augmented Ambiguous Question Answering.
CoRR
Yeonjun In, Sungchul Kim, Ryan A. Rossi, Md. Mehrab Tanjim, Tong Yu, Ritwik Sinha, Chanyoung Park
2024 J jnl
Dupo: A Mixed-Initiative Authoring Tool for Responsive Visualization.
IEEE Trans. Vis. Comput. Graph.
Hyeok Kim, Ryan A. Rossi, Jessica Hullman, Jane Hoffswell
2024 J jnl
DynaSaur: Large Language Agents Beyond Predefined Actions.
CoRR
Dang Nguyen, Viet Dac Lai, Seunghyun Yoon, Ryan A. Rossi, Handong Zhao, Ruiyi Zhang, Puneet Mathur, Nedim Lipka, Yu Wang, Trung Bui, Franck Dernoncourt, Tianyi Zhou
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 — conf
Evolving Super Graph Neural Networks for Large-Scale Time-Series Forecasting.
PAKDD (6)
Hongjie Chen, Ryan A. Rossi, Sungchul Kim, Kanak Mahadik, Hoda Eldardiry
2024 A* conf
Exploring Interactive Color Palettes for Abstraction-Driven Exploratory Image Colorization.
CHI
Xinyu Shi, Mingyu Liu, Ziqi Zhou, Ali Neshati, Ryan A. Rossi, Jian Zhao
2024 J jnl
Exploring Interactive Color Palettes for Abstraction-Driven Exploratory Image Colorization.
CoRR
Xinyu Shi, Mingyu Liu, Ziqi Zhou, Ali Neshati, Ryan A. Rossi, Jian Zhao
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 J jnl
Federated Large Language Models: Current Progress and Future Directions.
CoRR
Yuhang Yao, Jianyi Zhang, Junda Wu, Chengkai Huang, Yu Xia, Tong Yu, Ruiyi Zhang, Sungchul Kim, Ryan A. Rossi, Ang Li, Lina Yao, Julian J. McAuley, Yiran Chen, Carlee Joe-Wong
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 B conf
GPURank: A Cloud GPU Instance Recommendation System.
IEEE Big Data
Shravika Mittal, Kanak Mahadik, Ryan A. Rossi, Sungchul Kim, Handong Zhao
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 — conf
Hallucination Diversity-Aware Active Learning for Text Summarization.
NAACL-HLT
Yu Xia, Xu Liu, Tong Yu, Sungchul Kim, Ryan A. Rossi, Anup B. Rao, Tung Mai, Shuai Li
2024 J jnl
Hallucination Diversity-Aware Active Learning for Text Summarization.
CoRR
Yu Xia, Xu Liu, Tong Yu, Sungchul Kim, Ryan A. Rossi, Anup B. Rao, Tung Mai, Shuai Li
2024 A conf
Identifying Speakers in Dialogue Transcripts: A Text-based Approach Using Pretrained Language Models.
INTERSPEECH
Minh Nguyen, Franck Dernoncourt, Seunghyun Yoon, Hanieh Deilamsalehy, Hao Tan, Ryan A. Rossi, Quan Hung Tran, Trung Bui, Thien Huu Nguyen
2024 J jnl
Identifying Speakers in Dialogue Transcripts: A Text-based Approach Using Pretrained Language Models.
CoRR
Minh Nguyen, Franck Dernoncourt, Seunghyun Yoon, Hanieh Deilamsalehy, Hao Tan, Ryan A. Rossi, Quan Hung Tran, Trung Bui, Thien Huu Nguyen
2024 — conf
Interaction Techniques for Exploratory Data Visualization on Mobile Devices.
EuroVis (Short Papers)
Luke S. Snyder, Ryan A. Rossi, Eunyee Koh, Jeffrey Heer, Jane Hoffswell
2024 J jnl
Interaction Techniques for Exploratory Data Visualization on Mobile Devices.
CoRR
Luke S. Snyder, Ryan A. Rossi, Eunyee Koh, Jeffrey Heer, Jane Hoffswell
2024 J jnl
KaPQA: Knowledge-Augmented Product Question-Answering.
CoRR
Swetha Eppalapally, Daksh Dangi, Chaithra Bhat, Ankita Gupta, Ruiyi Zhang, Shubham Agarwal, Karishma Bagga, Seunghyun Yoon, Nedim Lipka, Ryan A. Rossi, Franck Dernoncourt
2024 A* conf
Knowledge Graph Prompting for Multi-Document Question Answering.
AAAI
Yu Wang, Nedim Lipka, Ryan A. Rossi, Alexa F. Siu, Ruiyi Zhang, Tyler Derr
2024 J jnl
Knowledge-Aware Query Expansion with Large Language Models for Textual and Relational Retrieval.
CoRR
Yu Xia, Junda Wu, Sungchul Kim, Tong Yu, Ryan A. Rossi, Haoliang Wang, Julian J. McAuley
2024 B conf
LIVE-ITS: LSH-based Interactive Visualization Explorer for Large-Scale Incomplete Time Series.
IEEE Big Data
Hongjie Chen, Aaron D. Beachnau, Panos Thomas, Pranav Maneriker, Josh Kimball, Ryan A. Rossi
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 J jnl
Learning to Reduce: Optimal Representations of Structured Data in Prompting Large Language Models.
CoRR
Younghun Lee, Sungchul Kim, Tong Yu, Ryan A. Rossi, Xiang Chen
2024 J jnl
Learning to Reduce: Towards Improving Performance of Large Language Models on Structured Data.
CoRR
Younghun Lee, Sungchul Kim, Ryan A. Rossi, Tong Yu, Xiang Chen
2024 J jnl
LoRA-Contextualizing Adaptation of Large Multimodal Models for Long Document Understanding.
CoRR
Jian Chen, Ruiyi Zhang, Yufan Zhou, Tong Yu, Franck Dernoncourt, Jiuxiang Gu, Ryan A. Rossi, Changyou Chen, Tong Sun
2024 J jnl
LongLaMP: A Benchmark for Personalized Long-form Text Generation.
CoRR
Ishita Kumar, Snigdha Viswanathan, Sushrita Yerra, Alireza Salemi, Ryan A. Rossi, Franck Dernoncourt, Hanieh Deilamsalehy, Xiang Chen, Ruiyi Zhang, Shubham Agarwal, Nedim Lipka, Hamed Zamani
2024 J jnl
MMR: Evaluating Reading Ability of Large Multimodal Models.
CoRR
Jian Chen, Ruiyi Zhang, Yufan Zhou, Ryan A. Rossi, Jiuxiang Gu, Changyou Chen
2024 J jnl
Multi-LLM Text Summarization.
CoRR
Jiangnan Fang, Cheng-Tse Liu, Jieun Kim, Yash Bhedaru, Ethan Liu, Nikhil Singh, Nedim Lipka, Puneet Mathur, Nesreen K. Ahmed, Franck Dernoncourt, Ryan A. Rossi, Hanieh Deilamsalehy
2024 J jnl
Neural-Symbolic Methods for Knowledge Graph Reasoning: A Survey.
ACM Trans. Knowl. Discov. Data
Kewei Cheng, Nesreen K. Ahmed, Ryan A. Rossi, Theodore L. Willke, Yizhou Sun
2024 J jnl
Numerical Pruning for Efficient Autoregressive Models.
CoRR
Xuan Shen, Zhao Song, Yufa Zhou, Bo Chen, Jing Liu, Ruiyi Zhang, Ryan A. Rossi, Hao Tan, Tong Yu, Xiang Chen, Yufan Zhou, Tong Sun, Pu Zhao, Yanzhi Wang, Jiuxiang Gu
2024 A* conf
On Mechanistic Knowledge Localization in Text-to-Image Generative Models.
ICML
Samyadeep Basu, Keivan Rezaei, Priyatham Kattakinda, Vlad I. Morariu, Nanxuan Zhao, Ryan A. Rossi, Varun Manjunatha, Soheil Feizi
2024 J jnl
On Mechanistic Knowledge Localization in Text-to-Image Generative Models.
CoRR
Samyadeep Basu, Keivan Rezaei, Priyatham Kattakinda, Ryan A. Rossi, Cherry Zhao, Vlad I. Morariu, Varun Manjunatha, Soheil Feizi
2024 J jnl
Optimizing Data Delivery: Insights from User Preferences on Visuals, Tables, and Text.
CoRR
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
2024 — conf
PDFTriage: Question Answering over Long, Structured Documents.
EMNLP (Industry Track)
Jon Saad-Falcon, Joe Barrow, Alexa F. Siu, Ani Nenkova, Seunghyun Yoon, Ryan A. Rossi, Franck Dernoncourt
2024 J jnl
Persona-SQ: A Personalized Suggested Question Generation Framework For Real-world Documents.
CoRR
Zihao Lin, Zichao Wang, Yuanting Pan, Varun Manjunatha, Ryan A. Rossi, Angela Lau, Lifu Huang, Tong Sun
2024 J jnl
Personalization of Large Language Models: A Survey.
CoRR
Zhehao Zhang, Ryan A. Rossi, Branislav Kveton, Yijia Shao, Diyi Yang, Hamed Zamani, Franck Dernoncourt, Joe Barrow, Tong Yu, Sungchul Kim, Ruiyi Zhang, Jiuxiang Gu, Tyler Derr, Hongjie Chen, Junda Wu, Xiang Chen, Zichao Wang, Subrata Mitra, Nedim Lipka, Nesreen K. Ahmed, Yu Wang
2024 — conf
Personalized Federated Learning for Text Classification with Gradient-Free Prompt Tuning.
NAACL-HLT (Findings)
Rui Wang, Tong Yu, Ruiyi Zhang, Sungchul Kim, Ryan A. Rossi, Handong Zhao, Junda Wu, Subrata Mitra, Lina Yao, Ricardo Henao
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
2024 J jnl
Political-LLM: Large Language Models in Political Science.
CoRR
Lincan Li, Jiaqi Li, Catherine Chen, Fred Gui, Hongjia Yang, Chenxiao Yu, Zhengguang Wang, Jianing Cai, Junlong Aaron Zhou, Bolin Shen, Alex Qian, Weixin Chen, Zhongkai Xue, Lichao Sun, Lifang He, Hanjie Chen, Kaize Ding, Zijian Du, Fangzhou Mu, Jiaxin Pei, Jieyu Zhao, Swabha Swayamdipta, Willie Neiswanger, Hua Wei, Xiyang Hu, Shixiang Zhu, Tianlong Chen, Yingzhou Lu, Yang Shi, Lianhui Qin, Tianfan Fu, Zhengzhong Tu, Yuzhe Yang, Jaemin Yoo, Jiaheng Zhang, Ryan A. Rossi, Liang Zhan, Liang Zhao, Emilio Ferrara, Yan Liu, Furong Huang, Xiangliang Zhang, Lawrence Rothenberg, Shuiwang Ji, Philip S. Yu, Yue Zhao, Yushun Dong
2024 — conf
ScaleViz: Scaling Visualization Recommendation Models on Large Data.
PAKDD (5)
Ghazi Shazan Ahmad, Shubham Agarwal, Subrata Mitra, Ryan A. Rossi, Manav Doshi, Vibhor Porwal, Syam Manoj Kumar Paila
2024 J jnl
ScaleViz: Scaling Visualization Recommendation Models on Large Data.
CoRR
Ghazi Shazan Ahmad, Shubham Agarwal, Subrata Mitra, Ryan A. Rossi, Manav Doshi, Vibhor Porwal, Syam Manoj Kumar Paila
2024 — conf
SciCapenter: Supporting Caption Composition for Scientific Figures with Machine-Generated Captions and Ratings.
CHI Extended Abstracts
Ting-Yao Hsu, Chieh-Yang Huang, Shih-Hong Huang, Ryan A. Rossi, Sungchul Kim, Tong Yu, C. Lee Giles, Ting-Hao Kenneth Huang
2024 J jnl
SciCapenter: Supporting Caption Composition for Scientific Figures with Machine-Generated Captions and Ratings.
CoRR
Ting-Yao Hsu, Chieh-Yang Huang, Shih-Hong Huang, Ryan A. Rossi, Sungchul Kim, Tong Yu, C. Lee Giles, Ting-Hao K. Huang
2024 J jnl
Self-Debiasing Large Language Models: Zero-Shot Recognition and Reduction of Stereotypes.
CoRR
Isabel O. Gallegos, Ryan A. Rossi, Joe Barrow, Md. Mehrab Tanjim, Tong Yu, Hanieh Deilamsalehy, Ruiyi Zhang, Sungchul Kim, Franck Dernoncourt
2024 J jnl
Socrates: Data Story Generation via Adaptive Machine-Guided Elicitation of User Feedback.
IEEE Trans. Vis. Comput. Graph.
Guande Wu, Shunan Guo, Jane Hoffswell, Gromit Yeuk-Yin Chan, Ryan A. Rossi, Eunyee Koh
2024 J jnl
Structured Dynamic Pricing: Optimal Regret in a Global Shrinkage Model.
J. Mach. Learn. Res.
Rashmi Ranjan Bhuyan, Adel Javanmard, Sungchul Kim, Gourab Mukherjee, Ryan A. Rossi, Tong Yu, Handong Zhao
2024 J jnl
Survey of User Interface Design and Interaction Techniques in Generative AI Applications.
CoRR
Reuben Luera, Ryan A. Rossi, Alexa F. Siu, Franck Dernoncourt, Tong Yu, Sungchul Kim, Ruiyi Zhang, Xiang Chen, Hanieh Salehy, Jian Zhao, Samyadeep Basu, Puneet Mathur, Nedim Lipka
2024 — conf
Tackling Long-Tail Entities for Temporal Knowledge Graph Completion.
WWW (Companion Volume)
Mehrnoosh Mirtaheri, Ryan A. Rossi, Sungchul Kim, Kanak Mahadik, Tong Yu, Xiang Chen, Mohammad Rostami
2024 J jnl
Taipan: Efficient and Expressive State Space Language Models with Selective Attention.
CoRR
Chien Van Nguyen, Huy Huu Nguyen, Thang M. Pham, Ruiyi Zhang, Hanieh Deilamsalehy, Puneet Mathur, Ryan A. Rossi, Trung Bui, Viet Dac Lai, Franck Dernoncourt, Thien Huu Nguyen
2024 — conf
Thinking Outside the Box: Non-Designer Perspectives and Recommendations for Template-Based Graphic Design Tools.
CHI Extended Abstracts
Farnaz Nouraei, Alexa F. Siu, Ryan A. Rossi, Nedim Lipka
2024 A* conf
ToolChain*: Efficient Action Space Navigation in Large Language Models with A* Search.
ICLR
Yuchen Zhuang, Xiang Chen, Tong Yu, Saayan Mitra, Victor S. Bursztyn, Ryan A. Rossi, Somdeb Sarkhel, Chao Zhang
2024 A conf
Topology-aware Retrieval Augmentation for Text Generation.
CIKM
Yu Wang, Nedim Lipka, Ruiyi Zhang, Alexa F. Siu, Yuying Zhao, Bo Ni, Xin Wang, Ryan A. Rossi, Tyler Derr
2024 A* conf
Towards Enhancing Coherence in Extractive Summarization: Dataset and Experiments with LLMs.
EMNLP
Mihir Parmar, Hanieh Deilamsalehy, Franck Dernoncourt, Seunghyun Yoon, Ryan A. Rossi, Trung Bui
2024 J jnl
Towards Enhancing Coherence in Extractive Summarization: Dataset and Experiments with LLMs.
CoRR
Mihir Parmar, Hanieh Deilamsalehy, Franck Dernoncourt, Seunghyun Yoon, Ryan A. Rossi, Trung Bui
2024 J jnl
Understanding the Impact of Spatial Immersion in Web Data Stories.
CoRR
Seon Gyeom Kim, Juhyeong Park, Yutaek Song, Donggun Lee, Yubin Lee, Ryan A. Rossi, Jane Hoffswell, Eunyee Koh, Tak Yeon Lee
2024 J jnl
VipAct: Visual-Perception Enhancement via Specialized VLM Agent Collaboration and Tool-use.
CoRR
Zhehao Zhang, Ryan A. Rossi, Tong Yu, Franck Dernoncourt, Ruiyi Zhang, Jiuxiang Gu, Sungchul Kim, Xiang Chen, Zichao Wang, Nedim Lipka
2024 J jnl
VisDoM: Multi-Document QA with Visually Rich Elements Using Multimodal Retrieval-Augmented Generation.
CoRR
Manan Suri, Puneet Mathur, Franck Dernoncourt, Kanika Goswami, Ryan A. Rossi, Dinesh Manocha
2024 J jnl
Visual Prompting in Multimodal Large Language Models: A Survey.
CoRR
Junda Wu, Zhehao Zhang, Yu Xia, Xintong Li, Zhaoyang Xia, Aaron Chang, Tong Yu, Sungchul Kim, Ryan A. Rossi, Ruiyi Zhang, Subrata Mitra, Dimitris N. Metaxas, Lina Yao, Jingbo Shang, Julian J. McAuley
2024 A* conf
Which LLM to Play? Convergence-Aware Online Model Selection with Time-Increasing Bandits.
WWW
Yu Xia, Fang Kong, Tong Yu, Liya Guo, Ryan A. Rossi, Sungchul Kim, Shuai Li
2024 J jnl
Which LLM to Play? Convergence-Aware Online Model Selection with Time-Increasing Bandits.
CoRR
Yu Xia, Fang Kong, Tong Yu, Liya Guo, Ryan A. Rossi, Sungchul Kim, Shuai Li
2024 J jnl
X-Reflect: Cross-Reflection Prompting for Multimodal Recommendation.
CoRR
Hanjia Lyu, Ryan A. Rossi, Xiang Chen, Md. Mehrab Tanjim, Stefano Petrangeli, Somdeb Sarkhel, Jiebo Luo
2023 — conf
A ML-based Approach for HTML-based Style Recommendation.
WWW (Companion Volume)
Ryan Aponte, Ryan A. Rossi, Shunan Guo, Jane Hoffswell, Nedim Lipka, Chang Xiao, Gromit Yeuk-Yin Chan, Eunyee Koh, Nesreen K. Ahmed
2023 A* conf
A Model-free Closeness-of-influence Test for Features in Supervised Learning.
ICML
Mohammad Mehrabi, Ryan A. Rossi
2023 J jnl
A Model-free Closeness-of-influence Test for Features in Supervised Learning.
CoRR
Mohammad Mehrabi, Ryan A. Rossi
2023 C conf
Active Context Modeling for Efficient Image and Burst Compression.
ISM
Yang Li, Gang Wu, Stefano Petrangeli, Haoliang Wang, Ryan A. Rossi, Viswanathan Swaminathan
2023 — conf
Augmenting Visualizations with Predictive and Investigative Insights to Facilitate Decision Making.
WWW (Companion Volume)
Md Main Uddin Rony, Fan Du, Ryan A. Rossi, Jane Hoffswell, Niyati Chhaya, Iftikhar Ahamath Burhanuddin, Eunyee Koh
2023 J jnl
Bias and Fairness in Large Language Models: A Survey.
CoRR
Isabel O. Gallegos, Ryan A. Rossi, Joe Barrow, Md. Mehrab Tanjim, Sungchul Kim, Franck Dernoncourt, Tong Yu, Ruiyi Zhang, Nesreen K. Ahmed
2023 A* conf
Causal Discovery in Semi-Stationary Time Series.
NeurIPS
Shanyun Gao, Raghavendra Addanki, Tong Yu, Ryan A. Rossi, Murat Kocaoglu
2023 J jnl
CulturaX: A Cleaned, Enormous, and Multilingual Dataset for Large Language Models in 167 Languages.
CoRR
Thuat Nguyen, Chien Van Nguyen, Viet Dac Lai, Hieu Man, Nghia Trung Ngo, Franck Dernoncourt, Ryan A. Rossi, Thien Huu Nguyen
2023 B conf
DataCockpit: A Toolkit for Data Lake Navigation and Monitoring Utilizing Quality and Usage Information.
IEEE Big Data
Arpit Narechania, Surya Chakraborty, Shivam Agarwal, Atanu R. Sinha, Ryan A. Rossi, Fan Du, Jane Hoffswell, Shunan Guo, Eunyee Koh, Alex Endert, Shamkant B. Navathe
2023 A* conf
DataPilot: Utilizing Quality and Usage Information for Subset Selection during Visual Data Preparation.
CHI
Arpit Narechania, Fan Du, Atanu R. Sinha, Ryan A. Rossi, Jane Hoffswell, Shunan Guo, Eunyee Koh, Shamkant B. Navathe, Alex Endert
2023 J jnl
DataPilot: Utilizing Quality and Usage Information for Subset Selection during Visual Data Preparation.
CoRR
Arpit Narechania, Fan Du, Atanu R. Sinha, Ryan A. Rossi, Jane Hoffswell, Shunan Guo, Eunyee Koh, Shamkant B. Navathe, Alex Endert
2023 A* conf
De-Stijl: Facilitating Graphics Design with Interactive 2D Color Palette Recommendation.
CHI
Xinyu Shi, Ziqi Zhou, Jing Wen Zhang, Ali Neshati, Anjul Kumar Tyagi, Ryan A. Rossi, Shunan Guo, Fan Du, Jian Zhao
2023 A conf
Delivery Optimized Discovery in Behavioral User Segmentation under Budget Constraint.
CIKM
Harshita Chopra, Atanu R. Sinha, Sunav Choudhary, Ryan A. Rossi, Paavan Kumar Indela, Veda Pranav Parwatala, Srinjayee Paul, Aurghya Maiti
2023 A* conf
Direct Embedding of Temporal Network Edges via Time-Decayed Line Graphs.
ICLR
Sudhanshu Chanpuriya, Ryan A. Rossi, Sungchul Kim, Tong Yu, Jane Hoffswell, Nedim Lipka, Shunan Guo, Cameron Musco
2023 B conf
Discovery and Matching Numerical Attributes in Data Lakes.
IEEE Big Data
Pattara Sukprasert, Gromit Yeuk-Yin Chan, Ryan A. Rossi, Fan Du, Eunyee Koh
2023 J jnl
Dupo: A Mixed-Initiative Authoring Tool for Responsive Visualization.
CoRR
Hyeok Kim, Ryan A. Rossi, Jessica Hullman, Jane Hoffswell
2023 B conf
Efficient Estimation of Local Causal Effects in Graphs via Neighborhood Pooling.
IEEE Big Data
Ryan A. Rossi, Somdeb Sarkhel, Nesreen K. Ahmed
2023 J jnl
Evaluating the Use of Uncertainty Visualisations for Imputations of Data Missing At Random in Scatterplots.
IEEE Trans. Vis. Comput. Graph.
Abhraneel Sarma, Shunan Guo, Jane Hoffswell, Ryan A. Rossi, Fan Du, Eunyee Koh, Matthew Kay
2023 A* conf
Exact Representation of Sparse Networks with Symmetric Nonnegative Embeddings.
NeurIPS
Sudhanshu Chanpuriya, Ryan A. Rossi, Anup B. Rao, Tung Mai, Nedim Lipka, Zhao Song, Cameron Musco
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 J jnl
FigCaps-HF: A Figure-to-Caption Generative Framework and Benchmark with Human Feedback.
CoRR
Ashish Singh, Prateek Agarwal, Zixuan Huang, Arpita Singh, Tong Yu, Sungchul Kim, Victor S. Bursztyn, Nikos Vlassis, Ryan A. Rossi
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 — conf
GPT-4 as an Effective Zero-Shot Evaluator for Scientific Figure Captions.
EMNLP (Findings)
Ting-Yao Hsu, Chieh-Yang Huang, Ryan A. Rossi, Sungchul Kim, C. Lee Giles, Ting-Hao Kenneth Huang
2023 J jnl
GPT-4 as an Effective Zero-Shot Evaluator for Scientific Figure Captions.
CoRR
Ting-Yao Hsu, Chieh-Yang Huang, Ryan A. Rossi, Sungchul Kim, C. Lee Giles, Ting-Hao K. Huang
2023 J jnl
Graph Deep Factors for Probabilistic Time-series Forecasting.
ACM Trans. Knowl. Discov. Data
Hongjie Chen, Ryan A. Rossi, Kanak Mahadik, Sungchul Kim, Hoda Eldardiry
2023 — conf
How Small Businesses Transform PDF Agreements into Action.
CSCW Companion
Jianna So, Nedim Lipka, Alexa F. Siu, Ryan A. Rossi, Franck Dernoncourt
2023 B conf
Hypergraph Neural Networks for Time-series Forecasting.
IEEE Big Data
Hongjie Chen, Ryan A. Rossi, Kanak Mahadik, Sungchul Kim, Hoda Eldardiry
2023 — conf
Improving Learning-based Camera Pose Estimation for Image-based Augmented Reality Applications.
CHI Extended Abstracts
Enyu Cai, Ryan A. Rossi, Chang Xiao
2023 B conf
Interpretable Unsupervised Log Anomaly Detection.
IEEE Big Data
Jaeho Bang, Sungchul Kim, Ryan A. Rossi, Tong Yu, Handong Zhao
2023 J jnl
Knowledge Graph Prompting for Multi-Document Question Answering.
CoRR
Yu Wang, Nedim Lipka, Ryan A. Rossi, Alexa F. Siu, Ruiyi Zhang, Tyler Derr
2023 A* conf
Learning the Visualness of Text Using Large Vision-Language Models.
EMNLP
Gaurav Verma, Ryan A. Rossi, Christopher Tensmeyer, Jiuxiang Gu, Ani Nenkova
2023 J jnl
Learning the Visualness of Text Using Large Vision-Language Models.
CoRR
Gaurav Verma, Ryan A. Rossi, Christopher Tensmeyer, Jiuxiang Gu, Ani Nenkova
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 B conf
Multi-Item Continuous Influence Maximization.
IEEE Big Data
Jianjun Luo, Ryan A. Rossi, Xiangnan Kong, Yanhua Li
2023 B conf
Near Neighbor Search for Constraint Queries.
IEEE Big Data
Gaurav Gupta, Anup B. Rao, Tung Mai, Ryan A. Rossi, Xiang Chen, Saayan Mitra, Anshumali Shrivastava
2023 — conf
Okapi: Instruction-tuned Large Language Models in Multiple Languages with Reinforcement Learning from Human Feedback.
EMNLP (Demos)
Viet Dac Lai, Chien Van Nguyen, Nghia Trung Ngo, Thuat Nguyen, Franck Dernoncourt, Ryan A. Rossi, Thien Huu Nguyen
2023 J jnl
Okapi: Instruction-tuned Large Language Models in Multiple Languages with Reinforcement Learning from Human Feedback.
CoRR
Viet Dac Lai, Chien Van Nguyen, Nghia Trung Ngo, Thuat Nguyen, Franck Dernoncourt, Ryan A. Rossi, Thien Huu Nguyen
2023 B conf
On Chatbots for Visual Exploratory Data Analysis.
IEEE Big Data
Brodrick Stigall, Ryan A. Rossi, Jane Hoffswell, Xiang Chen, Shunan Guo, Fan Du, Eunyee Koh, Kelly Caine
2023 — conf
On Graph Time-Series Representations for Temporal Networks.
WWW (Companion Volume)
Ryan A. Rossi, Nesreen K. Ahmed, Namyong Park
2023 J jnl
PDFTriage: Question Answering over Long, Structured Documents.
CoRR
Jon Saad-Falcon, Joe Barrow, Alexa F. Siu, Ani Nenkova, Ryan A. Rossi, Franck Dernoncourt
2023 B conf
PersonaSAGE: A Multi-Persona Graph Neural Network.
IEEE Big Data
Gautam Choudhary, Iftikhar Ahamath Burhanuddin, Eunyee Koh, Fan Du, Ryan A. Rossi
2023 — conf
SpotLight: Visual Insight Recommendation.
WWW (Companion Volume)
Camille Harris, Ryan A. Rossi, Sana Malik, Jane Hoffswell, Fan Du, Tak Yeon Lee, Eunyee Koh, Handong Zhao
2023 J jnl
Structured Dynamic Pricing: Optimal Regret in a Global Shrinkage Model.
CoRR
Rashmi Ranjan Bhuyan, Adel Javanmard, Sungchul Kim, Gourab Mukherjee, Ryan A. Rossi, Tong Yu, Handong Zhao
2023 B conf
Summaries as Captions: Generating Figure Captions for Scientific Documents with Automated Text Summarization.
INLG
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
2023 J jnl
Summaries as Captions: Generating Figure Captions for Scientific Documents with Automated Text Summarization.
CoRR
Chieh-Yang Huang, Ting-Yao Hsu, Ryan A. Rossi, Ani Nenkova, Sungchul Kim, Gromit Yeuk-Yin Chan, Eunyee Koh, Clyde Lee Giles, Ting-Hao Kenneth Huang
2023 B conf
Tabular Data to Image Generation: Benchmark Data, Approaches, and Evaluation.
IEEE Big Data
Alex Tang, Gromit Chan, Ryan A. Rossi, Chang Xiao, Eunyee Koh
2023 A* conf
TaleStream: Supporting Story Ideation with Trope Knowledge.
UIST
Jean-Peïc Chou, Alexa Fay Siu, Nedim Lipka, Ryan A. Rossi, Franck Dernoncourt, Maneesh Agrawala
2023 J jnl
TaleStream: Supporting Story Ideation with Trope Knowledge.
CoRR
Jean-Peïc Chou, Alexa F. Siu, Nedim Lipka, Ryan A. Rossi, Franck Dernoncourt, Maneesh Agrawala
2023 J jnl
ToolChain*: Efficient Action Space Navigation in Large Language Models with A* Search.
CoRR
Yuchen Zhuang, Xiang Chen, Tong Yu, Saayan Mitra, Victor S. Bursztyn, Ryan A. Rossi, Somdeb Sarkhel, Chao Zhang
2023 A* conf
User-Regulation Deconfounded Conversational Recommender System with Bandit Feedback.
KDD
Yu Xia, Junda Wu, Tong Yu, Sungchul Kim, Ryan A. Rossi, Shuai Li
2023 B conf
Visual Insight Recommendation: From Ranking Insight Visualizations to Insight Types.
IEEE Big Data
Camille Harris, Ryan A. Rossi, Sana Malik, Jane Hoffswell, Fan Du, Tak Yeon Lee, Eunyee Koh, Handong Zhao
2023 J jnl
WHATSNEXT: Guidance-enriched Exploratory Data Analysis with Interactive, Low-Code Notebooks.
CoRR
Chen Chen, Jane Hoffswell, Shunan Guo, Ryan A. Rossi, Gromit Yeuk-Yin Chan, Fan Du, Eunyee Koh, Zhicheng Liu
2023 B conf
WhatsNext: Guidance-enriched Exploratory Data Analysis with Interactive, Low-Code Notebooks.
VL/HCC
Chen Chen, Jane Hoffswell, Shunan Guo, Ryan A. Rossi, Yeuk-Yin Chan, Fan Du, Eunyee Koh, Zhicheng Liu
2022 J jnl
A Hypergraph Neural Network Framework for Learning Hyperedge-Dependent Node Embeddings.
CoRR
Ryan Aponte, Ryan A. Rossi, Shunan Guo, Jane Hoffswell, Nedim Lipka, Chang Xiao, Gromit Chan, Eunyee Koh, Nesreen K. Ahmed
2022 — conf
ARShopping: In-Store Shopping Decision Support Through Augmented Reality and Immersive Visualization.
IEEE VIS (Short Papers)
Bingjie Xu, Shunan Guo, Eunyee Koh, Jane Hoffswell, Ryan A. Rossi, Fan Du
2022 J jnl
ARShopping: In-Store Shopping Decision Support Through Augmented Reality and Immersive Visualization.
CoRR
Bingjie Xu, Shunan Guo, Eunyee Koh, Jane Hoffswell, Ryan A. Rossi, Fan Du
2022 A conf
Adjusting for Confounders with Text: Challenges and an Empirical Evaluation Framework for Causal Inference.
ICWSM
Galen Weld, Peter West, Maria Glenski, David Arbour, Ryan A. Rossi, Tim Althoff
2022 J jnl
An Automated Approach to Reasoning About Task-Oriented Insights in Responsive Visualization.
IEEE Trans. Vis. Comput. Graph.
Hyeok Kim, Ryan A. Rossi, Abhraneel Sarma, Dominik Moritz, Jessica Hullman
2022 A conf
AutoForecast: Automatic Time-Series Forecasting Model Selection.
CIKM
Mustafa Abdallah, Ryan A. Rossi, Kanak Mahadik, Sungchul Kim, Handong Zhao, Saurabh Bagchi
2022 J jnl
AutoGML: Fast Automatic Model Selection for Graph Machine Learning.
CoRR
Namyong Park, Ryan A. Rossi, Nesreen K. Ahmed, Christos Faloutsos
2022 A conf
AutoMARS: Searching to Compress Multi-Modality Recommendation Systems.
CIKM
Duc Hoang, Haotao Wang, Handong Zhao, Ryan A. Rossi, Sungchul Kim, Kanak Mahadik, Zhangyang Wang
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 — conf
CODAS: Integrating Business Analytics and Report Authoring.
EuroVA@EuroVis
Zhuohao Zhang, Sana Malik, Shunan Guo, Jane Hoffswell, Ryan A. Rossi, Fan Du, Eunyee Koh
2022 A* conf
Cicero: A Declarative Grammar for Responsive Visualization.
CHI
Hyeok Kim, Ryan A. Rossi, Fan Du, Eunyee Koh, Shunan Guo, Jessica Hullman, Jane Hoffswell
2022 J jnl
Cicero: A Declarative Grammar for Responsive Visualization.
CoRR
Hyeok Kim, Ryan A. Rossi, Fan Du, Eunyee Koh, Shunan Guo, Jessica Hullman, Jane Hoffswell
2022 B conf
Clustering-based Unsupervised Generative Relation Extraction.
IEEE Big Data
Chenhan Yuan, Ryan A. Rossi, Andrew Katz, Hoda Eldardiry
2022 A* conf
CyCLIP: Cyclic Contrastive Language-Image Pretraining.
NeurIPS
Shashank Goel, Hritik Bansal, Sumit Bhatia, Ryan A. Rossi, Vishwa Vinay, Aditya Grover
2022 J jnl
CyCLIP: Cyclic Contrastive Language-Image Pretraining.
CoRR
Shashank Goel, Hritik Bansal, Sumit Bhatia, Ryan A. Rossi, Vishwa Vinay, Aditya Grover
2022 J jnl
Direct Embedding of Temporal Network Edges via Time-Decayed Line Graphs.
CoRR
Sudhanshu Chanpuriya, Ryan A. Rossi, Sungchul Kim, Tong Yu, Jane Hoffswell, Nedim Lipka, Shunan Guo, Cameron Musco
2022 A* conf
External Knowledge Infusion for Tabular Pre-training Models with Dual-adapters.
KDD
Can Qin, Sungchul Kim, Handong Zhao, Tong Yu, Ryan A. Rossi, Yun Fu
2022 J jnl
Graph Learning with Localized Neighborhood Fairness.
CoRR
April Chen, Ryan A. Rossi, Nedim Lipka, Jane Hoffswell, Gromit Chan, Shunan Guo, Eunyee Koh, Sungchul Kim, Nesreen K. Ahmed
2022 A conf
Implicit Session Contexts for Next-Item Recommendations.
CIKM
Sejoon Oh, Ankur Bhardwaj, Jongseok Han, Sungchul Kim, Ryan A. Rossi, Srijan Kumar
2022 J jnl
Implicit Session Contexts for Next-Item Recommendations.
CoRR
Sejoon Oh, Ankur Bhardwaj, Jongseok Han, Sungchul Kim, Ryan A. Rossi, Srijan Kumar
2022 — conf
Let's Get Personal: Exploring the Design of Personalized Visualizations.
IEEE VIS (Short Papers)
Beleicia Bullock, Shunan Guo, Eunyee Koh, Ryan A. Rossi, Fan Du, Jane Hoffswell
2022 A conf
Network Report: A Structured Description for Network Datasets.
CIKM
Xinyi Zheng, Ryan A. Rossi, Nesreen K. Ahmed, Dominik Moritz
2022 J jnl
Network Report: A Structured Description for Network Datasets.
CoRR
Xinyi Zheng, Ryan A. Rossi, Nesreen K. Ahmed, Dominik Moritz
2022 — conf
Neural Point Process for Learning Spatiotemporal Event Dynamics.
L4DC
Zihao Zhou, Xingyi Yang, Ryan A. Rossi, Handong Zhao, Rose Yu
2022 A conf
On Generalizing Static Node Embedding to Dynamic Settings.
WSDM
Di Jin, Sungchul Kim, Ryan A. Rossi, Danai Koutra
2022 A* conf
One-Pass Algorithms for MAP Inference of Nonsymmetric Determinantal Point Processes.
ICML
Aravind Reddy, Ryan A. Rossi, Zhao Song, Anup B. Rao, Tung Mai, Nedim Lipka, Gang Wu, Eunyee Koh, Nesreen K. Ahmed
2022 J jnl
PersonaSAGE: A Multi-Persona Graph Neural Network.
CoRR
Gautam Choudhary, Iftikhar Ahamath Burhanuddin, Eunyee Koh, Fan Du, Ryan A. Rossi
2022 J jnl
Personalized Visualization Recommendation.
ACM Trans. Web
Xin Qian, Ryan A. Rossi, Fan Du, Sungchul Kim, Eunyee Koh, Sana Malik, Tak Yeon Lee, Nesreen K. Ahmed
2022 A* conf
Robustness of Fusion-based Multimodal Classifiers to Cross-Modal Content Dilutions.
EMNLP
Gaurav Verma, Vishwa Vinay, Ryan A. Rossi, Srijan Kumar
2022 J jnl
Robustness of Fusion-based Multimodal Classifiers to Cross-Modal Content Dilutions.
CoRR
Gaurav Verma, Vishwa Vinay, Ryan A. Rossi, Srijan Kumar
2022 J jnl
Role-Based Graph Embeddings.
IEEE Trans. Knowl. Data Eng.
Nesreen K. Ahmed, Ryan A. Rossi, John Boaz Lee, Theodore L. Willke, Rong Zhou, Xiangnan Kong, Hoda Eldardiry
2022 C conf
Task-Oriented Near-Lossless Burst Compression.
ISM
Weixin Jiang, Gang Wu, Viswanathan Swaminathan, Stefano Petrangeli, Haoliang Wang, Ryan A. Rossi, Nedim Lipka
2022 — conf
Understanding Business Analysts' Needs for Data Report Authoring.
EuroVA@EuroVis
Zhuohao Zhang, Sana Malik, Shunan Guo, Jane Hoffswell, Ryan A. Rossi, Fan Du, Eunyee Koh
2022 A* conf
VisGNN: Personalized Visualization Recommendationvia Graph Neural Networks.
WWW
Fayokemi Ojo, Ryan A. Rossi, Jane Hoffswell, Shunan Guo, Fan Du, Sungchul Kim, Chang Xiao, Eunyee Koh
2022 — conf
iMarker: Instant and True-to-scale AR with Invisible Markers.
UIST (Adjunct Volume)
Chang Xiao, Ryan A. Rossi, Eunyee Koh
2021 — conf
A Framework for Knowledge-Derived Query Suggestions.
IEEE BigData
Saed Rezayi, Nedim Lipka, Vishwa Vinay, Ryan A. Rossi, Franck Dernoncourt, Tracy Holloway King, Sheng Li
2021 J jnl
An Automated Approach to Reasoning About Task-Oriented Insights in Responsive Visualization.
CoRR
Hyeok Kim, Ryan A. Rossi, Abhraneel Sarma, Dominik Moritz, Jessica Hullman
2021 J jnl
An Interpretable Graph Generative Model with Heterophily.
CoRR
Sudhanshu Chanpuriya, Ryan A. Rossi, Anup B. Rao, Tung Mai, Nedim Lipka, Zhao Song, Cameron Musco
2021 A* conf
Asymptotics of Ridge Regression in Convolutional Models.
ICML
Mojtaba Sahraee-Ardakan, Tung Mai, Anup B. Rao, Ryan A. Rossi, Sundeep Rangan, Alyson K. Fletcher
2021 J jnl
Asymptotics of Ridge Regression in Convolutional Models.
CoRR
Mojtaba Sahraee-Ardakan, Tung Mai, Anup B. Rao, Ryan A. Rossi, Sundeep Rangan, Alyson K. Fletcher
2021 A* conf
Automatic Unsupervised Outlier Model Selection.
NeurIPS
Yue Zhao, Ryan A. Rossi, Leman Akoglu
2021 — conf
Context Integrated Relational Spatio-Temporal Resource Forecasting.
IEEE BigData
Hongjie Chen, Ryan A. Rossi, Kanak Mahadik, Hoda Eldardiry
2021 J jnl
Dynamic Node Embeddings From Edge Streams.
IEEE Trans. Emerg. Top. Comput. Intell.
John Boaz Lee, Giang Nguyen, Ryan A. Rossi, Nesreen K. Ahmed, Eunyee Koh, Sungchul Kim
2021 A* conf
EXACTA: Explainable Column Annotation.
KDD
Yikun Xian, Handong Zhao, Tak Yeon Lee, Sungchul Kim, Ryan A. Rossi, Zuohui Fu, Gerard de Melo, S. Muthukrishnan
2021 — conf
Edge: Enriching Knowledge Graph Embeddings with External Text.
NAACL-HLT
Saed Rezayi, Handong Zhao, Sungchul Kim, Ryan A. Rossi, Nedim Lipka, Sheng Li
2021 J jnl
Edge: Enriching Knowledge Graph Embeddings with External Text.
CoRR
Saed Rezayi, Handong Zhao, Sungchul Kim, Ryan A. Rossi, Nedim Lipka, Sheng Li
2021 A conf
From Closing Triangles to Higher-Order Motif Closures for Better Unsupervised Online Link Prediction.
CIKM
Ryan A. Rossi, Anup B. Rao, Sungchul Kim, Eunyee Koh, Nesreen K. Ahmed, Gang Wu
2021 A* conf
Fundamental Tradeoffs in Distributionally Adversarial Training.
ICML
Mohammad Mehrabi, Adel Javanmard, Ryan A. Rossi, Anup B. Rao, Tung Mai
2021 J jnl
Fundamental Tradeoffs in Distributionally Adversarial Training.
CoRR
Mohammad Mehrabi, Adel Javanmard, Ryan A. Rossi, Anup Rao, Tung Mai
2021 A* conf
Generating Accurate Caption Units for Figure Captioning.
WWW
Xin Qian, Eunyee Koh, Fan Du, Sungchul Kim, Joel Chan, Ryan A. Rossi, Sana Malik, Tak Yeon Lee
2021 A* conf
Graph Deep Factors for Forecasting with Applications to Cloud Resource Allocation.
KDD
Hongjie Chen, Ryan A. Rossi, Kanak Mahadik, Sungchul Kim, Hoda Eldardiry
2021 A* conf
Graph Neural Networks with Heterophily.
AAAI
Jiong Zhu, Ryan A. Rossi, Anup Rao, Tung Mai, Nedim Lipka, Nesreen K. Ahmed, Danai Koutra
2021 J jnl
Heterogeneous Graphlets.
ACM Trans. Knowl. Discov. Data
Ryan A. Rossi, Nesreen K. Ahmed, Aldo G. Carranza, David Arbour, Anup B. Rao, Sungchul Kim, Eunyee Koh
2021 A conf
Influence-guided Data Augmentation for Neural Tensor Completion.
CIKM
Sejoon Oh, Sungchul Kim, Ryan A. Rossi, Srijan Kumar
2021 J jnl
Influence-guided Data Augmentation for Neural Tensor Completion.
CoRR
Sejoon Oh, Sungchul Kim, Ryan A. Rossi, Srijan Kumar
2021 J jnl
Insight-centric Visualization Recommendation.
CoRR
Camille Harris, Ryan A. Rossi, Sana Malik, Jane Hoffswell, Fan Du, Tak Yeon Lee, Eunyee Koh, Handong Zhao
2021 A* conf
Interactive Audience Expansion On Large Scale Online Visitor Data.
KDD
Gromit Yeuk-Yin Chan, Tung Mai, Anup B. Rao, Ryan A. Rossi, Fan Du, Cláudio T. Silva, Juliana Freire
2021 — conf
Learning Contextualized Knowledge Structures for Commonsense Reasoning.
ACL/IJCNLP (Findings)
Jun Yan, Mrigank Raman, Aaron Chan, Tianyu Zhang, Ryan A. Rossi, Handong Zhao, Sungchul Kim, Nedim Lipka, Xiang Ren
2021 A* conf
Learning to Deceive Knowledge Graph Augmented Models via Targeted Perturbation.
ICLR
Mrigank Raman, Aaron Chan, Siddhant Agarwal, Peifeng Wang, Hansen Wang, Sungchul Kim, Ryan A. Rossi, Handong Zhao, Nedim Lipka, Xiang Ren
2021 A* conf
Learning to Recommend Visualizations from Data.
KDD
Xin Qian, Ryan A. Rossi, Fan Du, Sungchul Kim, Eunyee Koh, Sana Malik, Tak Yeon Lee, Joel Chan
2021 A* conf
Machine Unlearning via Algorithmic Stability.
COLT
Enayat Ullah, Tung Mai, Anup Rao, Ryan A. Rossi, Raman Arora
2021 J jnl
Machine Unlearning via Algorithmic Stability.
CoRR
Enayat Ullah, Tung Mai, Anup Rao, Ryan A. Rossi, Raman Arora
2021 J jnl
Neural Point Process for Learning Spatiotemporal Event Dynamics.
CoRR
Zihao Zhou, Xingyi Yang, Ryan A. Rossi, Handong Zhao, Rose Yu
2021 J jnl
Online MAP Inference and Learning for Nonsymmetric Determinantal Point Processes.
CoRR
Aravind Reddy, Ryan A. Rossi, Zhao Song, Anup B. Rao, Tung Mai, Nedim Lipka, Gang Wu, Eunyee Koh, Nesreen K. Ahmed
2021 J jnl
Online Sampling of Temporal Networks.
ACM Trans. Knowl. Discov. Data
Nesreen K. Ahmed, Nick Duffield, Ryan A. Rossi
2021 C conf
Open-Domain Trending Hashtag Recommendation for Videos.
ISM
Swapneel Mehta, Somdeb Sarkhel, Xiang Chen, Saayan Mitra, Viswanathan Swaminathan, Ryan A. Rossi, Ali Aminian, Han Guo, Kshitiz Garg
2021 J jnl
Optimal Space and Time for Streaming Pattern Matching.
CoRR
Tung Mai, Anup B. Rao, Ryan A. Rossi, Saeed Seddighin
2021 J jnl
Personalized Visualization Recommendation.
CoRR
Xin Qian, Ryan A. Rossi, Fan Du, Sungchul Kim, Eunyee Koh, Sana Malik, Tak Yeon Lee, Nesreen K. Ahmed
2021 A conf
Provable Distributed Stochastic Gradient Descent with Delayed Updates.
SDM
Hongchang Gao, Gang Wu, Ryan A. Rossi
2020 J jnl
A Context Integrated Relational Spatio-Temporal Model for Demand and Supply Forecasting.
CoRR
Hongjie Chen, Ryan A. Rossi, Kanak Mahadik, Hoda Eldardiry
2020 A conf
A Structural Graph Representation Learning Framework.
WSDM
Ryan A. Rossi, Nesreen K. Ahmed, Eunyee Koh, Sungchul Kim, Anup Rao, Yasin Abbasi-Yadkori
2020 J jnl
Adjusting for Confounders with Text: Challenges and an Empirical Evaluation Framework for Causal Inference.
CoRR
Galen Weld, Peter West, Maria Glenski, David Arbour, Ryan A. Rossi, Tim Althoff
2020 A* conf
Approximate Maximum Matching in Random Streams.
SODA
Alireza Farhadi, Mohammad Taghi Hajiaghayi, Tung Mai, Anup Rao, Ryan A. Rossi
2020 J jnl
Automating Outlier Detection via Meta-Learning.
CoRR
Yue Zhao, Ryan A. Rossi, Leman Akoglu
2020 J jnl
Clustering-based Unsupervised Generative Relation Extraction.
CoRR
Chenhan Yuan, Ryan A. Rossi, Andrew Katz, Hoda Eldardiry
2020 J jnl
Correction to: Complex networks are structurally distinguishable by domain.
Soc. Netw. Anal. Min.
Ryan A. Rossi, Nesreen K. Ahmed
2020 J jnl
Deep Inductive Graph Representation Learning.
IEEE Trans. Knowl. Data Eng.
Ryan A. Rossi, Rong Zhou, Nesreen K. Ahmed
2020 J jnl
Ensemble Learning for Relational Data.
J. Mach. Learn. Res.
Hoda Eldardiry, Jennifer Neville, Ryan A. Rossi
2020 — conf
Fast Hierarchical Graph Clustering in Linear-Time.
WWW (Companion Volume)
Ryan A. Rossi, Nesreen K. Ahmed, Eunyee Koh, Sungchul Kim
2020 — conf
Fast and Accurate Estimation of Typed Graphlets.
WWW (Companion Volume)
Ryan A. Rossi, Anup Rao, Tung Mai, Nesreen K. Ahmed
2020 A conf
Figure Captioning with Relation Maps for Reasoning.
WACV
Charles Chen, Ruiyi Zhang, Eunyee Koh, Sungchul Kim, Scott Cohen, Ryan A. Rossi
2020 — conf
From Closing Triangles to Closing Higher-Order Motifs.
WWW (Companion Volume)
Ryan A. Rossi, Anup Rao, Sungchul Kim, Eunyee Koh, Nesreen K. Ahmed
2020 J jnl
From Static to Dynamic Node Embeddings.
CoRR
Di Jin, Sungchul Kim, Ryan A. Rossi, Danai Koutra
2020 J jnl
Graph Deep Factors for Forecasting.
CoRR
Hongjie Chen, Ryan A. Rossi, Kanak Mahadik, Sungchul Kim, Hoda Eldardiry
2020 J jnl
Graph Neural Networks with Heterophily.
CoRR
Jiong Zhu, Ryan A. Rossi, Anup B. Rao, Tung Mai, Nedim Lipka, Nesreen K. Ahmed, Danai Koutra
2020 J jnl
Heterogeneous Graphlets.
CoRR
Ryan A. Rossi, Nesreen K. Ahmed, Aldo G. Carranza, David Arbour, Anup B. Rao, Sungchul Kim, Eunyee Koh
2020 A* conf
Higher-order Clustering in Complex Heterogeneous Networks.
KDD
Aldo G. Carranza, Ryan A. Rossi, Anup Rao, Eunyee Koh
2020 J jnl
Inferring Individual Level Causal Models from Graph-based Relational Time Series.
CoRR
Ryan A. Rossi, Somdeb Sarkhel, Nesreen K. Ahmed
2020 J jnl
Learning Contextualized Knowledge Structures for Commonsense Reasoning.
CoRR
Jun Yan, Mrigank Raman, Tianyu Zhang, Ryan A. Rossi, Handong Zhao, Sungchul Kim, Nedim Lipka, Xiang Ren
2020 J jnl
Learning to Deceive Knowledge Graph Augmented Models via Targeted Perturbation.
CoRR
Mrigank Raman, Siddhant Agarwal, Peifeng Wang, Aaron Chan, Hansen Wang, Sungchul Kim, Ryan A. Rossi, Handong Zhao, Nedim Lipka, Xiang Ren
2020 J jnl
ML-based Visualization Recommendation: Learning to Recommend Visualizations from Data.
CoRR
Xin Qian, Ryan A. Rossi, Fan Du, Sungchul Kim, Eunyee Koh, Sana Malik, Tak Yeon Lee, Joel Chan
2020 J jnl
On Proximity and Structural Role-based Embeddings in Networks: Misconceptions, Techniques, and Applications.
ACM Trans. Knowl. Discov. Data
Ryan A. Rossi, Di Jin, Sungchul Kim, Nesreen K. Ahmed, Danai Koutra, John Boaz Lee
2020 A* conf
Real-Time Clustering for Large Sparse Online Visitor Data.
WWW
Gromit Yeuk-Yin Chan, Fan Du, Ryan A. Rossi, Anup B. Rao, Eunyee Koh, Cláudio T. Silva, Juliana Freire
2020 J jnl
Reinforcement Learning-based N-ary Cross-Sentence Relation Extraction.
CoRR
Chenhan Yuan, Ryan A. Rossi, Andrew Katz, Hoda Eldardiry
2020 A* conf
Structured Policy Iteration for Linear Quadratic Regulator.
ICML
Youngsuk Park, Ryan A. Rossi, Zheng Wen, Gang Wu, Handong Zhao
2020 J jnl
Structured Policy Iteration for Linear Quadratic Regulator.
CoRR
Youngsuk Park, Ryan A. Rossi, Zheng Wen, Gang Wu, Handong Zhao
2019 J jnl
Approximate Maximum Matching in Random Streams.
CoRR
Alireza Farhadi, MohammadTaghi Hajiaghayi, Tung Mai, Anup Rao, Ryan A. Rossi
2019 J jnl
Attention Models in Graphs: A Survey.
ACM Trans. Knowl. Discov. Data
John Boaz Lee, Ryan A. Rossi, Sungchul Kim, Nesreen K. Ahmed, Eunyee Koh
2019 J jnl
Complex networks are structurally distinguishable by domain.
Soc. Netw. Anal. Min.
Ryan A. Rossi, Nesreen K. Ahmed
2019 A conf
Domain Switch-Aware Holistic Recurrent Neural Network for Modeling Multi-Domain User Behavior.
WSDM
Donghyun Kim, Sungchul Kim, Handong Zhao, Sheng Li, Ryan A. Rossi, Eunyee Koh
2019 J jnl
Estimation of Graphlet Counts in Massive Networks.
IEEE Trans. Neural Networks Learn. Syst.
Ryan A. Rossi, Rong Zhou, Nesreen K. Ahmed
2019 J jnl
Figure Captioning with Reasoning and Sequence-Level Training.
CoRR
Charles Chen, Ruiyi Zhang, Eunyee Koh, Sungchul Kim, Scott Cohen, Tong Yu, Ryan A. Rossi, Razvan C. Bunescu
2019 J jnl
From Community to Role-based Graph Embeddings.
CoRR
Ryan A. Rossi, Di Jin, Sungchul Kim, Nesreen K. Ahmed, Danai Koutra, John Boaz Lee
2019 A conf
Graph Convolutional Networks with Motif-based Attention.
CIKM
John Boaz Lee, Ryan A. Rossi, Xiangnan Kong, Sungchul Kim, Eunyee Koh, Anup Rao
2019 J jnl
Heterogeneous Network Motifs.
CoRR
Ryan A. Rossi, Nesreen K. Ahmed, Aldo G. Carranza, David Arbour, Anup Rao, Sungchul Kim, Eunyee Koh
2019 J jnl
Higher-Order Ranking and Link Prediction: From Closing Triangles to Closing Higher-Order Motifs.
CoRR
Ryan A. Rossi, Anup Rao, Sungchul Kim, Eunyee Koh, Nesreen K. Ahmed, Gang Wu
2019 A* conf
Latent Network Summarization: Bridging Network Embedding and Summarization.
KDD
Di Jin, Ryan A. Rossi, Eunyee Koh, Sungchul Kim, Anup Rao, Danai Koutra
2019 — conf
Linear Quadratic Regulator for Resource-Efficient Cloud Services.
SoCC
Youngsuk Park, Kanak Mahadik, Ryan A. Rossi, Gang Wu, Handong Zhao
2019 J jnl
Linear-time Hierarchical Community Detection.
CoRR
Ryan A. Rossi, Nesreen K. Ahmed, Eunyee Koh, Sungchul Kim
2019 — conf
Neural caption generation over figures.
UbiComp/ISWC Adjunct
Charles Chen, Ruiyi Zhang, Sungchul Kim, Scott Cohen, Tong Yu, Ryan A. Rossi, Razvan C. Bunescu
2019 A conf
On Densification for Minwise Hashing.
UAI
Tung Mai, Anup Rao, Matt Kapilevich, Ryan A. Rossi, Yasin Abbasi-Yadkori, Ritwik Sinha
2019 J jnl
Secure Two-Party Feature Selection.
CoRR
Vanishree Rao, Yunhui Long, Hoda Eldardiry, Shantanu Rane, Ryan A. Rossi, Frank Torres
2019 J jnl
Temporal Network Representation Learning.
CoRR
John Boaz Lee, Giang Hoang Nguyen, Ryan A. Rossi, Nesreen K. Ahmed, Eunyee Koh, Sungchul Kim
2019 J jnl
Temporal Network Sampling.
CoRR
Nesreen K. Ahmed, Nick Duffield, Ryan A. Rossi
2019 — conf
node2bits: Compact Time- and Attribute-Aware Node Representations for User Stitching.
ECML/PKDD (1)
Di Jin, Mark Heimann, Ryan A. Rossi, Danai Koutra
2019 J jnl
node2bits: Compact Time- and Attribute-aware Node Representations for User Stitching.
CoRR
Di Jin, Mark Heimann, Ryan A. Rossi, Danai Koutra
2018 J jnl
Attention Models in Graphs: A Survey.
CoRR
John Boaz Lee, Ryan A. Rossi, Sungchul Kim, Nesreen K. Ahmed, Eunyee Koh
2018 J jnl
Bridging Network Embedding and Graph Summarization.
CoRR
Di Jin, Ryan A. Rossi, Danai Koutra, Eunyee Koh, Sungchul Kim, Anup Rao
2018 — conf
Continuous-Time Dynamic Network Embeddings.
WWW (Companion Volume)
Giang Hoang Nguyen, John Boaz Lee, Ryan A. Rossi, Nesreen K. Ahmed, Eunyee Koh, Sungchul Kim
2018 — conf
Deep Inductive Network Representation Learning.
WWW (Companion Volume)
Ryan A. Rossi, Rong Zhou, Nesreen K. Ahmed
2018 — conf
Dynamic Network Embeddings: From Random Walks to Temporal Random Walks.
IEEE BigData
Giang Hoang Nguyen, John Boaz Lee, Ryan A. Rossi, Nesreen K. Ahmed, Eunyee Koh, Sungchul Kim
2018 A* conf
Graph Classification using Structural Attention.
KDD
John Boaz Lee, Ryan A. Rossi, Xiangnan Kong
2018 J jnl
GraphZIP: a clique-based sparse graph compression method.
J. Big Data
Ryan A. Rossi, Rong Zhou
2018 J jnl
HONE: Higher-Order Network Embeddings.
CoRR
Ryan A. Rossi, Nesreen K. Ahmed, Eunyee Koh
2018 J jnl
Higher-order Graph Convolutional Networks.
CoRR
John Boaz Lee, Ryan A. Rossi, Xiangnan Kong, Sungchul Kim, Eunyee Koh, Anup Rao
2018 — conf
Higher-order Network Representation Learning.
WWW (Companion Volume)
Ryan A. Rossi, Nesreen K. Ahmed, Eunyee Koh
2018 J jnl
Higher-order Spectral Clustering for Heterogeneous Graphs.
CoRR
Aldo G. Carranza, Ryan A. Rossi, Anup Rao, Eunyee Koh
2018 — conf
Interactive Higher-Order Network Analysis.
ICDM Workshops
Ryan A. Rossi, Nesreen K. Ahmed, Eunyee Koh
2018 J jnl
Interactive Visual Graph Mining and Learning.
ACM Trans. Intell. Syst. Technol.
Ryan A. Rossi, Nesreen K. Ahmed, Rong Zhou, Hoda Eldardiry
2018 J jnl
Learning Role-based Graph Embeddings.
CoRR
Nesreen K. Ahmed, Ryan A. Rossi, John Boaz Lee, Xiangnan Kong, Theodore L. Willke, Rong Zhou, Hoda Eldardiry
2018 A conf
Predictive Analysis by Leveraging Temporal User Behavior and User Embeddings.
CIKM
Charles Chen, Sungchul Kim, Hung Bui, Ryan A. Rossi, Eunyee Koh, Branislav Kveton, Razvan C. Bunescu
2018 — conf
Relational Similarity Machines (RSM): A Similarity-based Learning Framework for Graphs.
IEEE BigData
Ryan A. Rossi, Rong Zhou, Nesreen K. Ahmed, Hoda Eldardiry
2018 J jnl
Relational time series forecasting.
Knowl. Eng. Rev.
Ryan A. Rossi
2018 B conf
Similarity-based Multi-label Learning.
IJCNN
Ryan A. Rossi, Nesreen K. Ahmed, Hoda Eldardiry, Rong Zhou
2017 J jnl
A Framework for Generalizing Graph-based Representation Learning Methods.
CoRR
Nesreen K. Ahmed, Ryan A. Rossi, Rong Zhou, John Boaz Lee, Xiangnan Kong, Theodore L. Willke, Hoda Eldardiry
2017 — conf
A Higher-Order Latent Space Network Model.
AAAI Workshops
Nesreen K. Ahmed, Ryan A. Rossi, Theodore L. Willke, Rong Zhou
2017 J jnl
Deep Feature Learning for Graphs.
CoRR
Ryan A. Rossi, Rong Zhou, Nesreen K. Ahmed
2017 J jnl
Deep Graph Attention Model.
CoRR
John Boaz Lee, Ryan A. Rossi, Xiangnan Kong
2017 — conf
Edge Role Discovery via Higher-Order Structures.
PAKDD (1)
Nesreen K. Ahmed, Ryan A. Rossi, Theodore L. Willke, Rong Zhou
2017 J jnl
Estimation of Graphlet Statistics.
CoRR
Ryan A. Rossi, Rong Zhou, Nesreen K. Ahmed
2017 J jnl
Graphlet decomposition: framework, algorithms, and applications.
Knowl. Inf. Syst.
Nesreen K. Ahmed, Jennifer Neville, Ryan A. Rossi, Nick G. Duffield, Theodore L. Willke
2017 J jnl
Network Classification and Categorization.
CoRR
James P. Canning, Emma E. Ingram, Sammantha Nowak-Wolff, Adriana M. Ortiz, Nesreen K. Ahmed, Ryan A. Rossi, Karl Robert Bruce Schmitt, Sucheta Soundarajan
2017 J jnl
On Sampling from Massive Graph Streams.
CoRR
Nesreen K. Ahmed, Nick G. Duffield, Theodore L. Willke, Ryan A. Rossi
2017 J jnl
On Sampling from Massive Graph Streams.
Proc. VLDB Endow.
Nesreen K. Ahmed, Nick G. Duffield, Theodore L. Willke, Ryan A. Rossi
2017 J jnl
Representation Learning in Large Attributed Graphs.
CoRR
Nesreen K. Ahmed, Ryan A. Rossi, Rong Zhou, John Boaz Lee, Xiangnan Kong, Theodore L. Willke, Hoda Eldardiry
2017 J jnl
Similarity-based Multi-label Learning.
CoRR
Ryan A. Rossi, Nesreen K. Ahmed, Hoda Eldardiry, Rong Zhou
2016 — conf
Estimation of local subgraph counts.
IEEE BigData
Nesreen K. Ahmed, Theodore L. Willke, Ryan A. Rossi
2016 — conf
Exact and Estimation of Local Edge-centric Graphlet Counts.
BigMine
Nesreen K. Ahmed, Theodore L. Willke, Ryan A. Rossi
2016 J jnl
Hybrid CPU-GPU Framework for Network Motifs.
CoRR
Ryan A. Rossi, Rong Zhou
2016 A conf
Leveraging Multiple GPUs and CPUs for Graphlet Counting in Large Networks.
CIKM
Ryan A. Rossi, Rong Zhou
2016 J jnl
Parallel collective factorization for modeling large heterogeneous networks.
Soc. Netw. Anal. Min.
Ryan A. Rossi, Rong Zhou
2016 J jnl
Relational Similarity Machines.
CoRR
Ryan A. Rossi, Rong Zhou, Nesreen K. Ahmed
2016 J jnl
Revisiting Role Discovery in Networks: From Node to Edge Roles.
CoRR
Nesreen K. Ahmed, Ryan A. Rossi, Theodore L. Willke, Rong Zhou
2016 A* conf
Toward Interactive Relational Learning.
AAAI
Ryan A. Rossi, Rong Zhou
2015 J jnl
A Web-based Interactive Visual Graph Analytics Platform.
CoRR
Nesreen K. Ahmed, Ryan A. Rossi
2015 J jnl
An Interactive Data Repository with Visual Analytics.
SIGKDD Explor.
Ryan A. Rossi, Nesreen K. Ahmed
2015 A* conf
Efficient Graphlet Counting for Large Networks.
ICDM
Nesreen K. Ahmed, Jennifer Neville, Ryan A. Rossi, Nick G. Duffield
2015 J jnl
Fast Parallel Graphlet Counting for Large Networks.
CoRR
Nesreen K. Ahmed, Jennifer Neville, Ryan A. Rossi, Nick G. Duffield
2015 J jnl
Parallel Maximum Clique Algorithms with Applications to Network Analysis.
SIAM J. Sci. Comput.
Ryan A. Rossi, David F. Gleich, Assefaw Hadish Gebremedhin
2015 J jnl
Role Discovery in Networks.
IEEE Trans. Knowl. Data Eng.
Ryan A. Rossi, Nesreen K. Ahmed
2015 B conf
Scalable relational learning for large heterogeneous networks.
DSAA
Ryan A. Rossi, Rong Zhou
2015 A* conf
The Network Data Repository with Interactive Graph Analytics and Visualization.
AAAI
Ryan A. Rossi, Nesreen K. Ahmed
2014 J jnl
A Dynamical System for PageRank with Time-Dependent Teleportation.
Internet Math.
David F. Gleich, Ryan A. Rossi
2014 J jnl
Coloring Large Complex Networks.
CoRR
Ryan A. Rossi, Nesreen K. Ahmed
2014 J jnl
Coloring large complex networks.
Soc. Netw. Anal. Min.
Ryan A. Rossi, Nesreen K. Ahmed
2014 — conf
Fast Triangle Core Decomposition for Mining Large Graphs.
PAKDD (1)
Ryan A. Rossi
2014 — conf
Fast maximum clique algorithms for large graphs.
WWW (Companion Volume)
Ryan A. Rossi, David F. Gleich, Assefaw Hadish Gebremedhin, Md. Mostofa Ali Patwary
2014 J jnl
NetworkRepository: A Graph Data Repository with Visual Interactive Analytics.
CoRR
Ryan A. Rossi, Nesreen K. Ahmed
2014 J jnl
Role Discovery in Networks.
CoRR
Ryan A. Rossi, Nesreen K. Ahmed
2013 J jnl
A Fast Parallel Maximum Clique Algorithm for Large Sparse Graphs and Temporal Strong Components
CoRR
Ryan A. Rossi, David F. Gleich, Assefaw Hadish Gebremedhin, Md. Mostofa Ali Patwary
2013 B conf
A multi-level approach for evaluating internet topology generators.
Networking
Ryan A. Rossi, Sonia Fahmy, Nilothpal Talukder
2013 A conf
Modeling dynamic behavior in large evolving graphs.
WSDM
Ryan A. Rossi, Brian Gallagher, Jennifer Neville, Keith Henderson
2012 J jnl
A Dynamical System for PageRank with Time-Dependent Teleportation
CoRR
David F. Gleich, Ryan A. Rossi
2012 J jnl
Dynamic Behavioral Mixed-Membership Model for Large Evolving Networks
CoRR
Ryan A. Rossi, Brian Gallagher, Jennifer Neville, Keith Henderson
2012 C conf
Dynamic PageRank Using Evolving Teleportation.
WAW
Ryan A. Rossi, David F. Gleich
2012 J jnl
Dynamic PageRank using Evolving Teleportation
CoRR
Ryan A. Rossi, David F. Gleich
2012 J jnl
Role-Dynamics: Fast Mining of Large Dynamic Networks
CoRR
Ryan A. Rossi, Brian Gallagher, Jennifer Neville, Keith Henderson
2012 — conf
Role-dynamics: fast mining of large dynamic networks.
WWW (Companion Volume)
Ryan A. Rossi, Brian Gallagher, Jennifer Neville, Keith Henderson
2012 — conf
Time-Evolving Relational Classification and Ensemble Methods.
PAKDD (1)
Ryan A. Rossi, Jennifer Neville
2012 J jnl
Transforming Graph Data for Statistical Relational Learning.
J. Artif. Intell. Res.
Ryan A. Rossi, Luke K. McDowell, David William Aha, Jennifer Neville
2012 J jnl
Transforming Graph Representations for Statistical Relational Learning
CoRR
Ryan A. Rossi, Luke K. McDowell, David W. Aha, Jennifer Neville
2012 J jnl
What if CLIQUE were fast? Maximum Cliques in Information Networks and Strong Components in Temporal Networks
CoRR
Ryan A. Rossi, David F. Gleich, Assefaw Hadish Gebremedhin, Md. Mostofa Ali Patwary
2011 J jnl
Representations and Ensemble Methods for Dynamic Relational Classification
CoRR
Ryan A. Rossi, Jennifer Neville
2010 — conf
Modeling the evolution of discussion topics and communication to improve relational classification.
SOMA@KDD
Ryan A. Rossi, Jennifer Neville
2010 B conf
Polyphony: A Workflow Orchestration Framework for Cloud Computing.
CCGRID
Khawaja S. Shams, Mark W. Powell, Thomas M. Crockett, Jeffrey S. Norris, Ryan A. Rossi, Tom Söderström
2009 — conf
Automatically identifying relations in privacy policies.
SIGDOC
John W. Stamey, Ryan A. Rossi
2008 C conf
Ranking Links on the Web: Search and Surf Engines.
IEA/AIE
Jean-Louis Lassez, Ryan A. Rossi, Kumar Jeev
2008 B conf
Signature based intrusion detection using latent semantic analysis.
IJCNN
Jean-Louis Lassez, Ryan A. Rossi, Stephen J. Sheel, Srinivas Mukkamala
2007 — conf
Client-side dynamic metadata in web 2.0.
SIGDOC
John W. Stamey, Jean-Louis Lassez, Daniel Boorn, Ryan A. Rossi
2007 — conf
Crick's Hypothesis Revisited: The Existence of a Universal Coding Frame.
AINA Workshops (1)
Jean-Louis Lassez, Ryan A. Rossi, Axel E. Bernal
1989 A conf
Realities associated with parallel processing.
SC
Daniel E. Platt, Ryan A. Rossi, J. W. Wells, J. Becker