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ORCIDYu Xia 0007
Person information
- affiliation: University of California San Diego, CA, USA
Other persons with the same name
- Yu Xia — disambiguation page
- Yu Xia 0001 — Sichuan Normal University, College of Computer Science, China (and 3 more)
- Yu Xia 0002
![[0000-0002-5596-5518]](https://dblp.uni-trier.de/img/orcid-mark.12x12.png "0000-0002-5596-5518")
(aka: Brandon Xia) — McGill University, Department of Bioengineering, Montreal, QC, Canada (and 3 more) - Yu Xia 0003 — McMaster University, Hamilton, Canada
- Yu Xia 0004 — Northeastern University, D'Amore-McKim School of Business, Boston, MA, USA
- Yu Xia 0005 — MIT, Dept. of EECS, Cambridge, MA, USA
- Yu Xia 0006 — Hangzhou Normal University, Zhejiang, China (and 1 more)
- Yu Xia 0008 — University of Edinburgh, UK
- Yu Xia 0009 — Nanjing University of Aeronautics and Astronautics, College of Electronic and Information Engineering, China (and 1 more)
- Yu Xia 0010 — Central South University, School of Computer Science, China
- Yu Xia 0011 — Yangzhou University, School of Information Engineering, China
- Yu Xia 0012 — Sichuan University, Department of Student Affairs, Chengdu, China (and 1 more)
- Yu Xia 0013 — Beihang University, School of Electronic and Information Engineering, Beijing, China
- Yu Xia 0014 — Ludong University, School of Information and Electrical Engineering, Yantai, China
- Yu Xia 0015 — Tianjin Institute of Navigation Instruments, Jiujiang, China
- Yu Xia 0016 — Emporia State University, KS, USA
- Yu Xia 0017 — Chongqing University, School of Automotive Engineering, State Key Laboratory of Mechanical Transmissions, China
- Yu Xia 0018 — Shanghai Institute of Technology, China
- Yu Xia 0019 — Chengdu University, School of Tourism and Cultural Industry, China (and 1 more)
- Yu Xia 0020 — Beihang University, School of Instrumentation and Optoelectronic Engineering, SNARS Laboratory, Beijing, China
- Yu Xia 0021 — Nanjing University of Information Science and Technology, College of Business, China (and 1 more)
- Yu Xia 0022 — Southern University of Science and Technology, School of Environmental Science & Engineering, Shenzhen, China
- Yu Xia 0023 — Hohai University, College of Mechanical and Electrical Engineering, Nanjing, China
- Yu Xia 0024 — Peking University, School of Computer Science, State Key Laboratory of Multimedia Information Processing, Beijing, China
- Yu Xia 0025 — Nanchang Hangkong University, School of Aviation Services and Music, China
- Yu Xia 0026 — Anhui University of Science and Technology, School of Computer Science and Engineering, Huainan, China
- Yu Xia 0027 — Zhejiang Normal University, College of Physics and Electronic Information Engineering, Jinhua, China
- Yu Xia 0028 — Zhejiang University, Hangzhou, China
- Yu Xia 0029 — Shanghai Jiao Tong University, State Key Laboratory of Mechanical System and Vibration, China (and 1 more)
- Yu Xia 0030 — Beihang University, School of Reliability and Systems Engineering, Beihang China
- Yu Xia 0031 — Beijing Jiaotong University, School of Electronic and Information Engineering, China
- Yu Xia 0032 — Pengcheng Lab, Shenzhen, China (and 1 more)
- Yu Xia 0033 — Northwestern Polytechnical University, School of Automation, Xi'an, China
- Yu Xia 0034 — University of Melbourne, Department of Mechanical Engineering, 1Human Robotics Laboratory, Parkville, VIC, Australia
- Yu Xia 0035 — Lakehead University, Faculty of Business Administration, Thunder Bay, ON, Canada (and 1 more)
- Yu Xia 0036 — Tianjin University, School of Electronic Information Engineering, China
- Yu Xia 0037 — Chongqing University, School of Electrical Engineering, State Key Laboratory of Power Transmission Equipment Technology, China
- Yu Xia 0038 — University of Chinese Academy of Sciences, Beijing, China
- Yu Xia 0039 — University of Macau, State Key Laboratory of Analog and Mixed-Signal VLSI, Macau
- Yu Xia 0040 — Shanghai Jiao Tong University, Institute of Parallel and Distributed Systems, China
- Yu Xia 0041 — Brainware Terahertz Information Technology Company Ltd., Hefei, China
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2020 – today
- 2025
[c12]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:
Doc-React: Multi-page Heterogeneous Document Question-answering. ACL (2) 2025: 67-78- [c11]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:
From Selection to Generation: A Survey of LLM-based Active Learning. ACL (1) 2025: 14552-14569 - [c10]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:
GUI Agents: A Survey. ACL (Findings) 2025: 22522-22538 - [c9]Chengkai Huang, Yu Xia, Rui Wang, Kaige Xie, Tong Yu, Julian J. McAuley, Lina Yao:
Embedding-Informed Adaptive Retrieval-Augmented Generation of Large Language Models. COLING 2025: 1403-1412 - [c8]Yu Xia, Rui Wang, Xu Liu, Mingyan Li, Tong Yu, Xiang Chen, Julian J. McAuley, Shuai Li:
Beyond Chain-of-Thought: A Survey of Chain-of-X Paradigms for LLMs. COLING 2025: 10795-10809 - [c7]Junda Wu, Xintong Li, Ruoyu Wang, Yu Xia, Yuxin Xiong, Jianing Wang, Tong Yu, Xiang Chen, Branislav Kveton, Lina Yao, Jingbo Shang, Julian J. McAuley:
OCEAN: Offline Chain-of-thought Evaluation and Alignment in Large Language Models. ICLR 2025 - [c6]Yu Xia, Junda Wu, Sungchul Kim, Tong Yu, Ryan A. Rossi, Haoliang Wang, Julian J. McAuley:
Knowledge-Aware Query Expansion with Large Language Models for Textual and Relational Retrieval. NAACL (Long Papers) 2025: 4275-4286 - [i21]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:
Mitigating Visual Knowledge Forgetting in MLLM Instruction-tuning via Modality-decoupled Gradient Descent. CoRR abs/2502.11740 (2025) - [i20]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:
From Selection to Generation: A Survey of LLM-based Active Learning. CoRR abs/2502.11767 (2025) - [i19]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:
Towards Agentic Recommender Systems in the Era of Multimodal Large Language Models. CoRR abs/2503.16734 (2025) - [i18]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:
A Survey on Personalized and Pluralistic Preference Alignment in Large Language Models. CoRR abs/2504.07070 (2025) - [i17]Rohan Surana, Junda Wu, Zhouhang Xie, Yu Xia, Harald Steck, Dawen Liang, Nathan Kallus, Julian J. McAuley:
From Reviews to Dialogues: Active Synthesis for Zero-Shot LLM-based Conversational Recommender System. CoRR abs/2504.15476 (2025) - [i16]Junda Wu, Rohan Surana, Zhouhang Xie, Yiran Shen, Yu Xia, Tong Yu, Ryan A. Rossi, Prithviraj Ammanabrolu, Julian J. McAuley:
In-context Ranking Preference Optimization. CoRR abs/2504.15477 (2025) - [i15]Rui Wang, Junda Wu, Yu Xia, Tong Yu, Ruiyi Zhang, Ryan A. Rossi, Lina Yao, Julian J. McAuley:
CachePrune: Neural-Based Attribution Defense Against Indirect Prompt Injection Attacks. CoRR abs/2504.21228 (2025) - [i14]Yu Xia, Yiran Shen, Junda Wu, Tong Yu, Sungchul Kim, Ryan A. Rossi, Lina Yao, Julian J. McAuley:
SAND: Boosting LLM Agents with Self-Taught Action Deliberation. CoRR abs/2507.07441 (2025) - [i13]Ruoyu Wang, Junda Wu, Yu Xia, Tong Yu, Ryan A. Rossi, Julian J. McAuley, Lina Yao:
DICE: Dynamic In-Context Example Selection in LLM Agents via Efficient Knowledge Transfer. CoRR abs/2507.23554 (2025) - [i12]Chengkai Huang, Junda Wu, Zhouhang Xie, Yu Xia, Rui Wang, Tong Yu, Subrata Mitra, Julian J. McAuley, Lina Yao:
Pluralistic Off-policy Evaluation and Alignment. CoRR abs/2509.19333 (2025) - 2024
- [j1]Yu Xia, Zhihui Xie, Tong Yu, Canzhe Zhao, Shuai Li:
Toward joint utilization of absolute and relative bandit feedback for conversational recommendation. User Model. User Adapt. Interact. 34(5): 1707-1744 (2024) - [c5]Yu Xia, Tong Yu, Zhankui He, Handong Zhao, Julian J. McAuley, Shuai Li:
Aligning as Debiasing: Causality-Aware Alignment via Reinforcement Learning with Interventional Feedback. NAACL-HLT 2024: 4684-4695 - [c4]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 - [c3]Shuai Li, Zhao Song, Yu Xia, Tong Yu, Tianyi Zhou:
The Closeness of In-Context Learning and Weight Shifting for Softmax Regression. NeurIPS 2024 - [c2]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 - [i11]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) - [i10]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) - [i9]Yu Xia, Rui Wang, Xu Liu, Mingyan Li, Tong Yu, Xiang Chen, Julian J. McAuley, Shuai Li:
Beyond Chain-of-Thought: A Survey of Chain-of-X Paradigms for LLMs. CoRR abs/2404.15676 (2024) - [i8]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:
Visual Prompting in Multimodal Large Language Models: A Survey. CoRR abs/2409.15310 (2024) - [i7]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:
Federated Large Language Models: Current Progress and Future Directions. CoRR abs/2409.15723 (2024) - [i6]Yu Xia, Junda Wu, Sungchul Kim, Tong Yu, Ryan A. Rossi, Haoliang Wang, Julian J. McAuley:
Knowledge-Aware Query Expansion with Large Language Models for Textual and Relational Retrieval. CoRR abs/2410.13765 (2024) - [i5]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:
A Survey of Small Language Models. CoRR abs/2410.20011 (2024) - [i4]Junda Wu, Xintong Li, Ruoyu Wang, Yu Xia, Yuxin Xiong, Jianing Wang, Tong Yu, Xiang Chen, Branislav Kveton, Lina Yao, Jingbo Shang, Julian J. McAuley:
OCEAN: Offline Chain-of-thought Evaluation and Alignment in Large Language Models. CoRR abs/2410.23703 (2024) - [i3]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:
Personalized Multimodal Large Language Models: A Survey. CoRR abs/2412.02142 (2024) - [i2]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:
GUI Agents: A Survey. CoRR abs/2412.13501 (2024) - 2023
- [c1]Yu Xia, Junda Wu, Tong Yu, Sungchul Kim, Ryan A. Rossi, Shuai Li:
User-Regulation Deconfounded Conversational Recommender System with Bandit Feedback. KDD 2023: 2694-2704 - [i1]Shuai Li, Zhao Song, Yu Xia, Tong Yu, Tianyi Zhou:
The Closeness of In-Context Learning and Weight Shifting for Softmax Regression. CoRR abs/2304.13276 (2023)
Coauthor Index
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