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Publication search results
found 268 matches
- 2024
- Rashmi Ranjan Bhuyan, Adel Javanmard, Sungchul Kim, Gourab Mukherjee, Ryan A. Rossi, Tong Yu, Handong Zhao:
Structured Dynamic Pricing: Optimal Regret in a Global Shrinkage Model. J. Mach. Learn. Res. 25: 224:1-224:46 (2024) - Siwoo Jeong, Jonghyeon Ko, Sukki Lee, Jihoon Kang, Yeni Kim, Soon Yong Park, Sungchul Mun:
Optimizing Lane Departure Warning System towards AI-Centered Autonomous Vehicles. Sensors 24(8): 2505 (2024) - April Chen, Ryan A. Rossi, Namyong Park, Puja Trivedi, Yu Wang, Tong Yu, Sungchul Kim, Franck Dernoncourt, Nesreen K. Ahmed:
Fairness-Aware Graph Neural Networks: A Survey. ACM Trans. Knowl. Discov. Data 18(6): 138:1-138:23 (2024) - Junda Wu, Tong Yu, Xiang Chen, Haoliang Wang, Ryan A. Rossi, Sungchul Kim, Anup B. Rao, Julian J. McAuley:
DeCoT: Debiasing Chain-of-Thought for Knowledge-Intensive Tasks in Large Language Models via Causal Intervention. ACL (1) 2024: 14073-14087 - Ting-Yao Hsu, Chieh-Yang Huang, Shih-Hong Huang, Ryan A. Rossi, Sungchul Kim, Tong Yu, C. Lee Giles, Ting-Hao Kenneth Huang:
SciCapenter: Supporting Caption Composition for Scientific Figures with Machine-Generated Captions and Ratings. CHI Extended Abstracts 2024: 284:1-284:9 - Zhizhang Hu, Yue Zhang, Ryan A. Rossi, Tong Yu, Sungchul Kim, Shijia Pan:
Are Large Language Models Capable of Causal Reasoning for Sensing Data Analysis? EdgeFM@MobiSys 2024: 24-29 - Puja Trivedi, Ryan A. Rossi, David Arbour, Tong Yu, Franck Dernoncourt, Sungchul Kim, Nedim Lipka, Namyong Park, Nesreen K. Ahmed, Danai Koutra:
Editing Partially Observable Networks via Graph Diffusion Models. ICML 2024 - IkJoon Choi, Seunghwan Hong, Kihyun Kim, Jeongsik Hwang, Seunghan Woo, Young-Sang Kim, Cheongryong Cho, Eun-Young Lee, Hun-Jae Lee, Min-Su Jung, Hee-Yun Jung, Ju-Seong Hwang, Junsub Yoon, Wonmook Lim, Hyeong-Jin Yoo, Won-Ki Lee, Jung-Kyun Oh, Dong-Su Lee, Jong-Eun Lee, Jun-Hyung Kim, Young-Kwan Kim, Su-Jin Park, Byung-Kyu Ho, Byongwook Na, Hye-In Choi, Chung-Ki Lee, Soo-Jung Lee, Hyunsung Shin, Young-Kyu Lee, Jang-Woo Ryu, Sangwoong Shin, Sungchul Park, Daihyun Lim, Seung-Jun Bae, Young-Soo Sohn, Tae-Young Oh, SangJoon Hwang:
13.2 A 32Gb 8.0Gb/s/pin DDR5 SDRAM with a Symmetric-Mosaic Architecture in a 5th-Generation 10nm DRAM Process. ISSCC 2024: 234-236 - Rui Wang, Tong Yu, Ruiyi Zhang, Sungchul Kim, Ryan A. Rossi, Handong Zhao, Junda Wu, Subrata Mitra, Lina Yao, Ricardo Henao:
Personalized Federated Learning for Text Classification with Gradient-Free Prompt Tuning. NAACL-HLT (Findings) 2024: 4597-4612 - Yu Xia, Xu Liu, Tong Yu, Sungchul Kim, Ryan A. Rossi, Anup B. Rao, Tung Mai, Shuai Li:
Hallucination Diversity-Aware Active Learning for Text Summarization. NAACL-HLT 2024: 8665-8677 - Hongjie Chen, Ryan A. Rossi, Sungchul Kim, Kanak Mahadik, Hoda Eldardiry:
Evolving Super Graph Neural Networks for Large-Scale Time-Series Forecasting. PAKDD (6) 2024: 201-212 - Mehrnoosh Mirtaheri, Ryan A. Rossi, Sungchul Kim, Kanak Mahadik, Tong Yu, Xiang Chen, Mohammad Rostami:
Tackling Long-Tail Entities for Temporal Knowledge Graph Completion. WWW (Companion Volume) 2024: 497-500 - Yu Xia, Fang Kong, Tong Yu, Liya Guo, Ryan A. Rossi, Sungchul Kim, Shuai Li:
Which LLM to Play? Convergence-Aware Online Model Selection with Time-Increasing Bandits. WWW 2024: 4059-4070 - Yujian Liu, Jiabao Ji, Tong Yu, Ryan A. Rossi, Sungchul Kim, Handong Zhao, Ritwik Sinha, Yang Zhang, Shiyu Chang:
Augment before You Try: Knowledge-Enhanced Table Question Answering via Table Expansion. CoRR abs/2401.15555 (2024) - Isabel O. Gallegos, Ryan A. Rossi, Joe Barrow, Md. Mehrab Tanjim, Tong Yu, Hanieh Deilamsalehy, Ruiyi Zhang, Sungchul Kim, Franck Dernoncourt:
Self-Debiasing Large Language Models: Zero-Shot Recognition and Reduction of Stereotypes. CoRR abs/2402.01981 (2024) - Younghun Lee, Sungchul Kim, Tong Yu, Ryan A. Rossi, Xiang Chen:
Learning to Reduce: Optimal Representations of Structured Data in Prompting Large Language Models. CoRR abs/2402.14195 (2024) - Yu Xia, Fang Kong, Tong Yu, Liya Guo, Ryan A. Rossi, Sungchul Kim, Shuai Li:
Which LLM to Play? Convergence-Aware Online Model Selection with Time-Increasing Bandits. CoRR abs/2403.07213 (2024) - Ting-Yao Hsu, Chieh-Yang Huang, Shih-Hong Huang, Ryan A. Rossi, Sungchul Kim, Tong Yu, C. Lee Giles, Ting-Hao K. Huang:
SciCapenter: Supporting Caption Composition for Scientific Figures with Machine-Generated Captions and Ratings. CoRR abs/2403.17784 (2024) - Yu Xia, Xu Liu, Tong Yu, Sungchul Kim, Ryan A. Rossi, Anup B. Rao, Tung Mai, Shuai Li:
Hallucination Diversity-Aware Active Learning for Text Summarization. CoRR abs/2404.01588 (2024) - SeungHwan An, Gyeongdong Woo, Jaesung Lim, ChangHyun Kim, Sungchul Hong, Jong-June Jeon:
Masked Language Modeling Becomes Conditional Density Estimation for Tabular Data Synthesis. CoRR abs/2405.20602 (2024) - Younghun Lee, Sungchul Kim, Ryan A. Rossi, Tong Yu, Xiang Chen:
Learning to Reduce: Towards Improving Performance of Large Language Models on Structured Data. CoRR abs/2407.02750 (2024) - 2023
- Minje Park, Jaeseon Kim, Sungchul Shin, Cheolwoo Park, Jong-June Jeon, Soon-Sun Kwon, Hosik Choi:
Quantile estimation for encrypted data. Appl. Intell. 53(21): 24782-24791 (2023) - Junhyun Cho, Donghee Yang, Yejin Kim, Sungchul Lee:
An operator splitting method for multi-asset options with the Feynman-Kac formula. Comput. Math. Appl. 135: 93-101 (2023) - Jemin Kim, Changyoon Lee, Sungchul Choi, Da-In Sung, Jeonga Seo, Yun Na Lee, Joo Hee Lee, Eun Jin Han, Ah Young Kim, Hyun Suk Park, Hye Jeong Jung, Jong Hoon Kim, Ju Hee Lee:
Augmented Decision-Making in wound Care: Evaluating the clinical utility of a Deep-Learning model for pressure injury staging. Int. J. Medical Informatics 180: 105266 (2023) - Jun-Gyo Jang, Chun-Myoung Noh, Sung-Soo Kim, Sung-Chul Shin, Soon-Sup Lee, Jae-Chul Lee:
Vibration data feature extraction and deep learning-based preprocessing method for highly accurate motor fault diagnosis. J. Comput. Des. Eng. 10(1): 204-220 (2023) - Dahyun Oh, Kyubyung Kang, Sungchul Seo, Jinwu Xiao, Kyochul Jang, Kibum Kim, Hyungkeun Park, Jeonghun Won:
Low-Cost Object Detection Models for Traffic Control Devices through Domain Adaption of Geographical Regions. Remote. Sens. 15(10): 2584 (2023) - Hongjie Chen, Ryan A. Rossi, Kanak Mahadik, Sungchul Kim, Hoda Eldardiry:
Graph Deep Factors for Probabilistic Time-series Forecasting. ACM Trans. Knowl. Discov. Data 17(2): 26:1-26:30 (2023) - Hyeonju Lee, Minsu Ha, Jurim Lee, Rahmi Qurota Aini, Ai Nurlaelasari Rusmana, Yustika Sya'bandari, Jun-Ki Lee, Sein Shin, Gyeong-Geon Lee, Jaegul Choo, Sungchul Choi, Namhyoung Kim, Jisun Park:
Spelling Errors in Korean Students' Constructed Responses and the Efficacy of Automatic Spelling Correction on Automated Computer Scoring. Technol. Knowl. Learn. 28(1): 185-205 (2023) - Jaeyoung Kim, Kyuheon Jung, Dongbin Na, Sion Jang, Eunbin Park, Sungchul Choi:
Pseudo Outlier Exposure for Out-of-Distribution Detection using Pretrained Transformers. ACL (Findings) 2023: 1469-1482 - Rui Wang, Tong Yu, Junda Wu, Handong Zhao, Sungchul Kim, Ruiyi Zhang, Subrata Mitra, Ricardo Henao:
Federated Domain Adaptation for Named Entity Recognition via Distilling with Heterogeneous Tag Sets. ACL (Findings) 2023: 7449-7463
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