| 2026 | ACL | LPO: Towards Accurate GUI Agent Interaction via Location Preference Optimization. | Jiaqi Tang, Yu Xia, Yi-Feng Wu, Yuwei Hu, Yuhui Chen, Qing-Guo Chen, Xiaogang Xu, Xiangyu Wu, Hao Lu, Yanqing Ma, Shiyin Lu, Qifeng Chen |
| 2026 | ACL | CachePrune: Teaching LLMs What Not to Follow via KV-Cache Editing. | Rui Wang, Junda Wu, Yu Xia, Tong Yu, Ruiyi Zhang, Ryan A. Rossi, Subrata Mitra, Lina Yao, Julian J. McAuley |
| 2026 | DASFAA | TrackRec: Iterative Alternating Feedback with Chain-of-Thought via Preference Alignment for Recommendation. | Yu Xia, Rui Zhong, Zeyu Song, Wei Yang, Junchen Wan, Qingpeng Cai, Chi Lu, Peng Jiang |
| 2026 | EACL | A Survey on LLM-based Conversational User Simulation. | Bo Ni, Yu Wang, Leyao Wang, Branislav Kveton, Franck Dernoncourt, Yu Xia, Hongjie Chen, Reuben Luera, Samyadeep Basu, Subhojyoti Mukherjee, Puneet Mathur, Nesreen K. Ahmed, Junda Wu, Li Li, Huixin Zhang, Ruiyi Zhang, Tong Yu, Sungchul Kim, Jiuxiang Gu, Zhengzhong Tu, Alexa F. Siu, Zichao Wang, Seunghyun Yoon, Nedim Lipka, Namyong Park, Zihao Lin, Trung Bui, Yue Zhao, Tyler Derr, Ryan A. Rossi |
| 2026 | EuroCrypt | Robust Non-interactive Zero-Knowledge Combiners. | Michele Ciampi, Lorenzo Magliocco, Daniele Venturi, Yu Xia |
| 2026 | PAKDD | Federated Large Language Models: Current Progress and Future Directions. | Yuhang Yao, Jianyi Zhang, Junda Wu, Chengkai Huang, Yu Xia, Tong Yu, Ruiyi Zhang, Sungchul Kim, Ryan Rossi, Ang Li, Lina Yao, Julian J. McAuley, Yiran Chen, Carlee Joe-Wong |
| 2026 | WCNC | SAR-OLSR: A Stable and Adaptive Routing Protocol for Flying Ad Hoc Networks. | Wei Liu, Bihai Yang, Guowen Hu, Jing Mao, Yu Xia |
| 2026 | WWW | Multi-Agent Collaborative Filtering: Orchestrating Users and Items for Agentic Recommendations. | Yu Xia, Sungchul Kim, Tong Yu, Ryan A. Rossi, Julian J. McAuley |
| 2026 | WWW | Reinforcement Learning-Constrained Segmented User Modeling with Large Language Models for Recommendation. | Yu Xia, Qing Tan, He Chen, Jingyu Chen, Qian Dong |
| 2025 | ACL | GUI Agents: A Survey. | Dang Nguyen, Jian Chen, Yu Wang, Gang Wu, Namyong Park, Zhengmian Hu, Hanjia Lyu, Junda Wu, Ryan Aponte, Yu Xia, Xintong Li, Jing Shi, Hongjie Chen, Viet Dac Lai, Zhouhang Xie, Sungchul Kim, Ruiyi Zhang, Tong Yu, Md. Mehrab Tanjim, Nesreen K. Ahmed, Puneet Mathur, Seunghyun Yoon, Lina Yao, Branislav Kveton, Jihyung Kil, Thien Huu Nguyen, Trung Bui, Tianyi Zhou, Ryan A. Rossi, Franck Dernoncourt |
| 2025 | ACL | Doc-React: Multi-page Heterogeneous Document Question-answering. | Junda Wu, Yu Xia, Tong Yu, Xiang Chen, Sai Sree Harsha, Akash V. Maharaj, Ruiyi Zhang, Victor S. Bursztyn, Sungchul Kim, Ryan A. Rossi, Julian J. McAuley, Yunyao Li, Ritwik Sinha |
| 2025 | ACL | AgentRM: Enhancing Agent Generalization with Reward Modeling. | Yu Xia, Jingru Fan, Weize Chen, Siyu Yan, Xin Cong, Zhong Zhang, Yaxi Lu, Yankai Lin, Zhiyuan Liu, Maosong Sun |
| 2025 | ACL | From Selection to Generation: A Survey of LLM-based Active Learning. | Yu Xia, Subhojyoti Mukherjee, Zhouhang Xie, Junda Wu, Xintong Li, Ryan Aponte, Hanjia Lyu, Joe Barrow, Hongjie Chen, Franck Dernoncourt, Branislav Kveton, Tong Yu, Ruiyi Zhang, Jiuxiang Gu, Nesreen K. Ahmed, Yu Wang, Xiang Chen, Hanieh Deilamsalehy, Sungchul Kim, Zhengmian Hu, Yue Zhao, Nedim Lipka, Seunghyun Yoon, Ting-Hao 'Kenneth' Huang, Zichao Wang, Puneet Mathur, Soumyabrata Pal, Koyel Mukherjee, Zhehao Zhang, Namyong Park, Thien Huu Nguyen, Jiebo Luo, Ryan A. Rossi, Julian J. McAuley |
| 2025 | ACNS | Delayed-Input Multi-party Computation. | Michele Ciampi, Jure Sternad, Yu Xia |
| 2025 | ASIACRYPT | Broadcast-Optimal Secure Computation from Black-Box Oblivious Transfer. | Michele Ciampi, Divya Ravi, Luisa Siniscalchi, Yu Xia |
| 2025 | COLING | Embedding-Informed Adaptive Retrieval-Augmented Generation of Large Language Models. | Chengkai Huang, Yu Xia, Rui Wang, Kaige Xie, Tong Yu, Julian J. McAuley, Lina Yao |
| 2025 | COLING | Beyond Chain-of-Thought: A Survey of Chain-of-X Paradigms for LLMs. | Yu Xia, Rui Wang, Xu Liu, Mingyan Li, Tong Yu, Xiang Chen, Julian J. McAuley, Shuai Li |
| 2025 | EMNLP | Mitigating Visual Knowledge Forgetting in MLLM Instruction-tuning via Modality-decoupled Gradient Descent. | Junda Wu, Yuxin Xiong, Xintong Li, Yu Xia, Ruoyu Wang, Yu Wang, Tong Yu, Sungchul Kim, Ryan A. Rossi, Lina Yao, Jingbo Shang, Julian J. McAuley |
| 2025 | EMNLP | SAND: Boosting LLM Agents with Self-Taught Action Deliberation. | Yu Xia, Yiran Shen, Junda Wu, Tong Yu, Sungchul Kim, Ryan A. Rossi, Lina Yao, Julian J. McAuley |
| 2025 | GLOBECOM | Completion Time Minimization by Jointly Optimizing Clustering, UAV Trajectory and Data Collection Mode in UAV Assisted WSNs. | Yu Xia, Kangyu Liu, Wei Liu, Ming Xu, Shunren Hu, Daqing Huang |
| 2025 | ICLR | OCEAN: Offline Chain-of-thought Evaluation and Alignment in Large Language Models. | 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 |
| 2025 | ICPADS | AranVoting: Ensuring Anonymity and Fairness in Blockchain-Based Ranked-Choice Voting. | Yu Xia, Meiqi Li, Qiantong Jiang, Wentuo Sun, Yingjie Xue, Kaiping Xue |
| 2025 | NAACL | Knowledge-Aware Query Expansion with Large Language Models for Textual and Relational Retrieval. | Yu Xia, Junda Wu, Sungchul Kim, Tong Yu, Ryan A. Rossi, Haoliang Wang, Julian J. McAuley |
| 2025 | RANLP | A Survey on Small Language Models. | Chien Van Nguyen, Xuan Shen, Ryan Aponte, Yu Xia, Samyadeep Basu, Zhengmian Hu, Jian Chen, Mihir Parmar, Sasidhar Kunapuli, Joe Barrow, Junda Wu, Ashish Singh, Yu Wang, Jiuxiang Gu, Nesreen K. Ahmed, Nedim Lipka, Ruiyi Zhang, Xiang Chen, Tong Yu, Sungchul Kim, Hanieh Deilamsalehy, Namyong Park, Michael Rimer, Zhehao Zhang, Huanrui Yang, Puneet Mathur, Gang Wu, Franck Dernoncourt, Ryan A. Rossi, Thien Huu Nguyen |
| 2025 | RecSys | Untitled record | Hao Gu, Rui Zhong, Yu Xia, Wei Yang, Chi Lu, Peng Jiang, Kun Gai |
| 2025 | SIGIR | Hierarchical Tree Search-based User Lifelong Behavior Modeling on Large Language Model. | Yu Xia, Rui Zhong, Hao Gu, Wei Yang, Chi Lu, Peng Jiang, Kun Gai |
| 2024 | NAACL | Aligning as Debiasing: Causality-Aware Alignment via Reinforcement Learning with Interventional Feedback. | Yu Xia, Tong Yu, Zhankui He, Handong Zhao, Julian J. McAuley, Shuai Li |
| 2024 | NAACL | Hallucination Diversity-Aware Active Learning for Text Summarization. | Yu Xia, Xu Liu, Tong Yu, Sungchul Kim, Ryan A. Rossi, Anup B. Rao, Tung Mai, Shuai Li |
| 2024 | VTC | Evaluating Position Prediction Methods for High Speed UAV Based Flying Ad Hoc Networks. | Guowen Hu, Wei Liu, Ming Xu, Yu Xia, Jing Mao, Cheng Xu, Shunren Hu, Daqing Huang |
| 2024 | VTC | Mitigating Link-flooding Attacks in Intelligent Transportation System. | Yu Xia, Ying Liu, Jianhui Yin, Yikun Li, Chengxiao Yu |
| 2024 | SMC | Adaptive Backstepping Integral Sliding Mode Control of Multirotor UAV System Used for Smart Agriculture. | Yuhao Shi, Salman Ijaz, Zenan He, Zhiyi Xu, Umair Javaid, Yu Xia |
| 2024 | WCNC | Analyzing the 3D Connected Region in UAV Assisted Wireless Sensor Networks. | Yu Xia, Wei Liu, Shunren Hu, Daqing Huang |
| 2024 | WWW | Which LLM to Play? Convergence-Aware Online Model Selection with Time-Increasing Bandits. | Yu Xia, Fang Kong, Tong Yu, Liya Guo, Ryan A. Rossi, Sungchul Kim, Shuai Li |
| 2023 | ACL | Contrastive Bootstrapping for Label Refinement. | Shudi Hou, Yu Xia, Muhao Chen, Sujian Li |
| 2023 | ACL | Debiasing Generative Named Entity Recognition by Calibrating Sequence Likelihood. | Yu Xia, Yongwei Zhao, Wenhao Wu, Sujian Li |
| 2023 | ACNS | Multi-Theorem Fiat-Shamir Transform from Correlation-Intractable Hash Functions. | Michele Ciampi, Yu Xia |
| 2023 | ADMA | M | Yuanyuan Guo, Yu Xia, Rui Wang, Rongcheng Duan, Lu Li, Jiangmeng Li |
| 2023 | APCC | Tailoring Routing Protocols for Flying Ad Hoc Networks: Challenges and Possible Countermeasures. | Wei Liu, Ming Xu, Yun Feng, Yabo Zhang, Yu Xia, Jing Mao, Daqing Huang |
| 2023 | APCC | Implementing Hardware-in-the-Loop Protocol Simulation for UAV Networks. | Ming Xu, Wei Liu, Cheng Xu, Yabo Zhang, Ke Zhang, Yun Feng, Yu Xia, Daqing Huang |
| 2023 | ICASSP | DocRED-FE: A Document-Level Fine-Grained Entity and Relation Extraction Dataset. | Hongbo Wang, Weimin Xiong, Yifan Song, Dawei Zhu, Yu Xia, Sujian Li |
| 2023 | ICIS | Female-exclusive Support and Gender Gap on Digital Platforms. | Yu Xia, Hailiang Chen |
| 2023 | IGARSS | A New Cloud Feature Difference Loss For Enhancing The Detection Of Clouds In Remote Sensing Images. | Xinyi Xu, Wei He, Yu Xia, Hongyan Zhang |
| 2023 | ISCAS | SSCAE: A Neuromorphic SNN Autoencoder for sc-RNA-seq Dimensionality Reduction. | Tim Zhang, Amirali Amirsoleimani, Jason K. Eshraghian, Mostafa Rahimi Azghadi, Roman Genov, Yu Xia |
| 2023 | KDD | User-Regulation Deconfounded Conversational Recommender System with Bandit Feedback. | Yu Xia, Junda Wu, Tong Yu, Sungchul Kim, Ryan A. Rossi, Shuai Li |
| 2023 | PAKDD | Semi-Supervised Text Classification via Self-Paced Semantic-Level Contrast. | Yu Xia, Kai Zhang, Kaijie Zhou, Rui Wang, Xiaohui Hu |
| 2023 | PPoPP | Block-STM: Scaling Blockchain Execution by Turning Ordering Curse to a Performance Blessing. | Rati Gelashvili, Alexander Spiegelman, Zhuolun Xiang, George Danezis, Zekun Li, Dahlia Malkhi, Yu Xia, Runtian Zhou |
| 2023 | TCC | Broadcast-Optimal Four-Round MPC in the Plain Model. | Michele Ciampi, Ivan Damgrd, Divya Ravi, Luisa Siniscalchi, Yu Xia, Sophia Yakoubov |
| 2022 | ACL | Learn and Review: Enhancing Continual Named Entity Recognition via Reviewing Synthetic Samples. | Yu Xia, Quan Wang, Yajuan Lyu, Yong Zhu, Wenhao Wu, Sujian Li, Dai Dai |
| 2022 | COLING | A Transition-based Method for Complex Question Understanding. | Yu Xia, Wenbin Jiang, Yajuan Lyu, Sujian Li |
| 2022 | CoNLL | Causal Analysis of Syntactic Agreement Neurons in Multilingual Language Models. | Aaron Mueller, Yu Xia, Tal Linzen |
| 2022 | EMNLP | Explainable Question Answering based on Semantic Graph by Global Differentiable Learning and Dynamic Adaptive Reasoning. | Jianguo Mao, Wenbin Jiang, Xiangdong Wang, Hong Liu, Yu Xia, Yajuan Lyu, Qiaoqiao She |
| 2022 | FIE | Blurred Boundaries: What It Means To Be an Early Career Faculty Member During a Pandemic. | Yu Xia, Stephanie Cutler, Cassandra McCall |
| 2022 | IJCNLP | Promoting Pre-trained LM with Linguistic Features on Automatic Readability Assessment. | Shudi Hou, Simin Rao, Yu Xia, Sujian Li |
| 2022 | NAACL | Low Resource Style Transfer via Domain Adaptive Meta Learning. | Xiangyang Li, Xiang Long, Yu Xia, Sujian Li |
| 2022 | SIGMOD | Litmus: Towards a Practical Database Management System with Verifiable ACID Properties and Transaction Correctness. | Yu Xia, Xiangyao Yu, Matthew Butrovich, Andrew Pavlo, Srinivas Devadas |
| 2022 | SIGMOD | Tastes Great! Less Filling! High Performance and Accurate Training Data Collection for Self-Driving Database Management Systems. | Matthew Butrovich, Wan Shen Lim, Lin Ma, John Rollinson, William Zhang, Yu Xia, Andrew Pavlo |
| 2021 | AAAI | Exploring Text-Transformers in AAAI 2021 Shared Task: COVID-19 Fake News Detection in English. | Xiangyang Li, Yu Xia, Xiang Long, Zheng Li, Sujian Li |
| 2021 | ACISP | A Secure Cross-Shard View-Change Protocol for Sharding Blockchains. | Yizhong Liu, Jianwei Liu, Yiming Hei, Yu Xia, Qianhong Wu |
| 2021 | APCC | Characterization and Calibration of Key Parameters for Low Power Radio Transceivers. | Jian Xie, Wei Liu, Yu Xia, Ming Xu, Shunren Hu, Daqing Huang |
| 2021 | CHI | Automating Clinical Documentation with Digital Scribes: Understanding the Impact on Physicians. | Brenna Li, Noah Crampton, Thomas Yeates, Yu Xia, Xirong Tian, Khai N. Truong |
| 2021 | ICCS | Semantic Similarity Metric Learning for Sketch-Based 3D Shape Retrieval. | Yu Xia, Shuangbu Wang, Lihua You, Jian-Jun Zhang |
| 2021 | ICCS | Shape Reconstruction from Point Clouds Using Closed Form Solution of a Fourth-Order Partial Differential Equation. | Zaiping Zhu, Ehtzaz Chaudhry, Shuangbu Wang, Yu Xia, Andrs Iglesias, Lihua You, Jian-Jun Zhang |
| 2021 | IGARSS | Super-Resolution Imaging for Real Aperture Radar by Two-Dimensional Deconvolution. | Xingyu Tuo, Yu Xia, Yin Zhang, Junyu Zhu, Yongchao Zhang, Yulin Huang, Jianyu Yang |
| 2021 | IGARSS | A Multi-Model Fusion of Convolution Neural Network and Random Forest for Detecting Settlements Without Electricity. | Yu Xia, Qi Huang, Hongyan Zhang |
| 2021 | IWQoS | Multipath-aware TCP for Data Center Traffic Load-balancing. | Yu Xia, Jinsong Wu, Jingwen Xia, Ting Wang, Sun Mao |
| 2021 | WCNC | Deception and Asymmetry of Low-Power Links in UAV Assisted Wireless Sensor Networks. | Yu Xia, Jian Xie, Wei Liu, Ming Xu, Rong Luo, Shunren Hu, Xiaoyu Dang, Daqing Huang |
| 2020 | GLOBECOM | Distributed and Accurate Packet Reception Rate Estimation under Cross-Technology Interference. | Wei Liu, Yu Xia, Ming Xu, Jian Xie, Rong Luo, Daqing Huang |
| 2020 | GPC | Recovering Cloud Services Using Hybrid Clouds Under Power Outage. | Yu Xia, Xueyong Xu, Wanyuan Wang, Xiujun He, Weiwei Wu, Xiaolin Fang |
| 2020 | IGARSS | Land Cover Mapping Based On Multi-Branch Fusion Of Object-Based And Pixel-Based Segmentation With Filtered Labels. | Yu Xia, Yue Liao, Hongyan Zhang, Guangyi Yang |
| 2020 | ICPR | ACCLVOS: Atrous Convolution with Spatial-Temporal ConvLSTM for Video Object Segmentation. | Muzhou Xu, Shan Zhong, Chunping Liu, Shengrong Gong, Zhaohui Wang, Yu Xia |
| 2020 | WCNC | Simplified Theoretical Model based Self-adaptive Packet Reception Rate Estimation in Sensor Networks. | Wei Liu, Yu Xia, Jian Xie, Ming Xu, Rong Luo, Shunren Hu, Xiaoyu Dang, Daqing Huang |
| 2019 | CGI | Fine-Grained Color Sketch-Based Image Retrieval. | Yu Xia, Shuangbu Wang, Yanran Li, Lihua You, Xiaosong Yang, Jian-Jun Zhang |
| 2019 | IGARSS | Cloud Removal of Optical Remote Sensing Imagery with Multitemporal Sar-Optical Data Using X-Mtgan. | Yu Xia, Hongyan Zhang, Liangpei Zhang, Zhiyu Fan |
| 2019 | PIMRC | Lightweight Multi-parameter Fusion Link Quality Estimation Based on Weighted Euclidean Distance. | Wei Liu, Yu Xia, Shunren Hu, Rong Luo |
| 2019 | PPoPP | LiTM: A Lightweight Deterministic Software Transactional Memory System. | Yu Xia, Xiangyao Yu, William S. Moses, Julian Shun, Srinivas Devadas |
| 2018 | IGARSS | Extended Puma Algorithm for Multibaseline SAR Interferograms. | Lifan Zhou, Yu Xia, Dengfeng Chai, Peifeng Ma |
| 2016 | AAAI | Morphological Segmentation with Window LSTM Neural Networks. | Linlin Wang, Zhu Cao, Yu Xia, Gerard de Melo |
| 2016 | CCS | The Honey Badger of BFT Protocols. | Andrew Miller, Yu Xia, Kyle Croman, Elaine Shi, Dawn Song |
| 2016 | ICALP | Information Cascades on Arbitrary Topologies. | Jun Wan, Yu Xia, Liang Li, Thomas Moscibroda |
| 2014 | CVPR | Head Pose Estimation Based on Multivariate Label Distribution. | Xin Geng, Yu Xia |
| 2014 | GLOBECOM | FlowCover: Low-cost flow monitoring scheme in software defined networks. | Zhiyang Su, Ting Wang, Yu Xia, Mounir Hamdi |
| 2014 | GLOBECOM | NovaCube: A low latency Torus-based network architecture for data centers. | Ting Wang, Zhiyang Su, Yu Xia, Bo Qin, Mounir Hamdi |
| 2014 | GLOBECOM | A general framework for performance guaranteed green data center networking. | Ting Wang, Yu Xia, Jogesh K. Muppala, Mounir Hamdi, Sebti Foufou |
| 2014 | GLOBECOM | Fine-grained power control for combined input-crosspoint queued switches. | Yu Xia, Ting Wang, Zhiyang Su, Mounir Hamdi |
| 2014 | ICPR | Facial Age Estimation by Adaptive Label Distribution Learning. | Xin Geng, Qin Wang, Yu Xia |
| 2013 | HPSR | On practical stable packet scheduling for bufferless three-stage Clos-network switches. | Yu Xia, H. Jonathan Chao |
| 2012 | HPSR | Module-level matching algorithms for MSM clos-network switches. | Yu Xia, H. Jonathan Chao |
| 2012 | PSB | Structural Models for Host-Pathogen Protein-Protein Interactions: Assessing Coverage and Bias. | Eric A. Franzosa, Yu Xia |
| 2011 | HPSR | StablePlus: A practical 100% throughput scheduling for input-queued switches. | Yu Xia, H. Jonathan Chao |
| 2011 | ICIG | A Novel Algorithm for Ship Detection Based on Dynamic Fusion Model of Multi-feature and Support Vector Machine. | Yu Xia, Shouhong Wan, Lihua Yue |
| 2010 | UAI | Efficient Clustering with Limited Distance Information. | Konstantin Voevodski, Maria-Florina Balcan, Heiko Rglin, Shang-Hua Teng, Yu Xia |
| 2009 | Broadnets | Future network applications, Network Model, and development strategy. | Jun Dou, Yu Xia, Xi Chen |
| 2009 | Broadnets | VISTA: A new fair queuing algorithm for packet switches. | Yu Xia, Zirong Guo, Zhijiang Gao |
| 2007 | CPAIOR | Constrained Clustering Via Concavity Cuts. | Yu Xia |
| 2006 | ICCS | Newton's Method for the Ellipsoidal | Yu Xia |
| 2006 | ICCS | A Note on the Simplex Method for 2-Dimensional Second-Order Cone Programming. | Yu Xia |
| 2006 | ICCSA | The Ellipsoidal | Yu Xia |
| 2005 | AAIM | Sequence Jobs and Assign Due Dates with Uncertain Processing Times and Quadratic Penalty Functions. | Yu Xia, Bintong Chen, Jinfeng Yue |
| 2005 | ICCSA | A Continuation Method for the Linear Second-Order Cone Complementarity Problem. | Yu Xia, Jiming Peng |
| 2005 | SDM | A Cutting Algorithm for the Minimum Sum-of-Squared Error Clustering. | Yu Xia, Jiming Peng |
| 2003 | CEC | Core-based SoC test scheduling using evolutionary algorithm. | Yu Xia, Malgorzata Chrzanowska-Jeske, Benyi Wang |
| 2003 | ICCAD | Using a Distributed Rectangle Bin-Packing Approach for Core-based SoC Test Scheduling with Power Constraints. | Yu Xia, Malgorzata Chrzanowska-Jeske, Benyi Wang, Marcin Jeske |
| 1999 | PSB | A Combined Approach for Ab Initio Construction of Low Resolution Protein Tertiary Structures from Sequence. | Ram Samudrala, Yu Xia, M. Levitt, Enoch S. Huang |
| 1996 | DAC | A Sparse Image Method for BEM Capacitance Extraction. | Byron Krauter, Yu Xia, E. Aykut Dengi, Lawrence T. Pileggi |