| 2026 | AAAI | SkySplat: Generalizable 3D Gaussian Splatting from Multi-Temporal Sparse Satellite Images. | Xuejun Huang, Xinyi Liu, Yi Wan, Zhi Zheng, Bin Zhang, Mingtao Xiong, Yingying Pei, Yongjun Zhang |
| 2026 | AAAI | OncoCoT: A Temporal-causal Chain-of-Thought Dataset for Oncologic Decision-Making. | Peiru Yang, Yudong Li, Shiting Wang, Xinyi Liu, Haotian Gan, Xintian Li, Qingyu Gao, Yongfeng Huang |
| 2026 | AAAI | ShieldRAG: Safeguarding Retrieval-Augmented Generation from Untrusted Knowledge Bases. | Peiru Yang, Haoran Zheng, Yi Luo, Xinyi Liu, Jinrui Wang, Huili Wang, Xintian Li, Yongfeng Huang, Tao Qi |
| 2026 | ASPLOS | LAER-MoE: Load-Adaptive Expert Re-layout for Efficient Mixture-of-Experts Training. | Xinyi Liu, Yujie Wang, Fangcheng Fu, Xuefeng Xiao, Huixia Li, Jiashi Li, Bin Cui |
| 2026 | SIGIR | Scaling and Stabilizing Large-Scale Embedding-Based Retrieval. | Zhen Yang, Juexin Lin, Hongwei Shang, Kaihao Li, Feng Liu, Satya Chembolu, Xunfan Cai, Xinyi Liu, Cun Mu, Tony Lee, Ciya Liao |
| 2026 | SECON | PDE-TSN: Enable TSN Autonomous Self-healing under Link Faults. | Qian Yang, Wenwen Fu, Xuyan Jiang, Xinyi Liu, Wei Quan, Hui Yang, Tao Li, Zhigang Sun |
| 2025 | ACL | PreP-OCR: A Complete Pipeline for Document Image Restoration and Enhanced OCR Accuracy. | Shuhao Guan, Moule Lin, Cheng Xu, Xinyi Liu, Jinman Zhao, Jiexin Fan, Qi Xu, Derek Greene |
| 2025 | ACL | UI-E2I-Synth: Advancing GUI Grounding with Large-Scale Instruction Synthesis. | Xinyi Liu, Xiaoyi Zhang, Ziyun Zhang, Yan Lu |
| 2025 | ASPLOS | FlexSP: Accelerating Large Language Model Training via Flexible Sequence Parallelism. | Yujie Wang, Shiju Wang, Shenhan Zhu, Fangcheng Fu, Xinyi Liu, Xuefeng Xiao, Huixia Li, Jiashi Li, Faming Wu, Bin Cui |
| 2025 | CCS | Analyzing PDFs like Binaries: Adversarially Robust PDF Malware Analysis via Intermediate Representation and Language Model. | Side Liu, Jiang Ming, Guodong Zhou, Xinyi Liu, Jianming Fu, Guojun Peng |
| 2025 | CHI | Crafting Synthetic Realities: Examining Visual Realism and Misinformation Potential of Photorealistic AI-Generated Images. | Qiyao Peng, Yingdan Lu, Yilang Peng, Sijia Qian, Xinyi Liu, Cuihua Shen |
| 2025 | COLING | Exploring Fine-Grained Human Motion Video Captioning. | Bingchan Zhao, Xinyi Liu, Zhuocheng Yu, Tongchen Yang, Yifan Song, Mingyu Jin, Sujian Li, Yizhou Wang |
| 2025 | EMNLP | The Role of Model Confidence on Bias Effects in Measured Uncertainties for Vision-Language Models. | Xinyi Liu, Weiguang Wang, Hangfeng He |
| 2025 | EMNLP | Analyzing Uncertainty of LLM-as-a-Judge: Interval Evaluations with Conformal Prediction. | Huanxin Sheng, Xinyi Liu, Hangfeng He, Jieyu Zhao, Jian Kang |
| 2025 | EMNLP | A Systematic Survey of Claim Verification: Corpora, Systems, and Case Studies. | Zhaxi Zerong, Chenxi Li, Xinyi Liu, Ju-hui Chen, Fei Xia |
| 2025 | ICASSP | MHAD: Multimodal Home Activity Dataset with Multi-Angle Videos and Synchronized Physiological Signals. | Lei Yu, Jintao Fei, Xinyi Liu, Yang Yao, Jun Zhao, Guoxin Wang, Xin Li |
| 2025 | ICCCN | The Irrational LLM: Implementing Cognitive Agents with Weighted Retrieval-Augmented Generation. | Dachun Sun, You Lyu, Jinning Li, Xinyi Liu, Denizhan Kara, Christian Lebiere, Tarek F. Abdelzaher |
| 2025 | ICCCN | Perturbation-Based Graph Active Learning for Semi-Supervised Belief Representation Learning. | Dachun Sun, Jinning Li, Xinyi Liu, You Lyu, Hongjue Zhao, Denizhan Kara, Tarek F. Abdelzaher |
| 2025 | ICCV | CasP: Improving Semi-Dense Feature Matching Pipeline Leveraging Cascaded Correspondence Priors for Guidance. | Peiqi Chen, Lei Yu, Yi Wan, Yingying Pei, Xinyi Liu, Yongxiang Yao, Yingying Zhang, Lixiang Ru, Liheng Zhong, Jingdong Chen, Ming Yang, Yongjun Zhang |
| 2025 | ICCV | V2XPnP: Vehicle-to-Everything Spatio-Temporal Fusion for Multi-Agent Perception and Prediction. | Zewei Zhou, Hao Xiang, Zhaoliang Zheng, Seth Z. Zhao, Mingyue Lei, Yun Zhang, Tianhui Cai, Xinyi Liu, Johnson Liu, Maheswari Bajji, Xin Xia, Zhiyu Huang, Bolei Zhou, Jiaqi Ma |
| 2025 | ICLR | NetMoE: Accelerating MoE Training through Dynamic Sample Placement. | Xinyi Liu, Yujie Wang, Fangcheng Fu, Xupeng Miao, Shenhan Zhu, Xiaonan Nie, Bin Cui |
| 2025 | ICNP | Wireless Channels as Fingerprints: Towards Collision-Free LoRa Networks. | Xinyi Liu, Shuai Tong, Hang Li, Jiliang Wang, Shen Gao, Jie Wu |
| 2025 | WWW | Uncovering Cross-Domain Recommendation Ability of Large Language Models. | Xinyi Liu, Ruijie Wang, Dachun Sun, Dilek Hakkani-Tr, Tarek F. Abdelzaher |
| 2025 | SIGIR | Towards More Relevant Product Search Ranking with Fulfillment Intent Understanding. | Jingxu Xu, Xinyi Liu, Yang Yu, Semih Yagli, Jingbo Liu, Cun Mu |
| 2025 | SIGdial | DocCHA: Towards LLM-Augmented Interactive Online diagnosis System. | Xinyi Liu, Dachun Sun, Yi R. Fung, Dilek Hakkani-Tur, Tarek F. Abdelzaher |
| 2024 | ACCV | SurfOcc: Surface-Based Feature Lifting for Vision-Centric 3D Occupancy Prediction. | Tonghui Ye, Zhi Gao, Zhipeng Lin, Xinyi Liu, Ronghe Jin |
| 2024 | ACL | An Empirical Analysis on Large Language Models in Debate Evaluation. | Xinyi Liu, Pinxin Liu, Hangfeng He |
| 2024 | CHI | Creating an authoring tool for K-12 teachers to design ML-supported scientific inquiry learning. | Xiaofei Zhou, Jingwan Tang, Hanjia Lyu, Xinyi Liu, Zhenhao Zhang, Lichen Qin, Fiona Au, Advait Sarkar, Zhen Bai |
| 2024 | EACL | MEDs for PETs: Multilingual Euphemism Disambiguation for Potentially Euphemistic Terms. | Patrick Lee, Alain Chirino Trujillo, Diana Cuevas Plancarte, Olumide E. Ojo, Xinyi Liu, Iyanuoluwa Shode, Yuan Zhao, Anna Feldman, Jing Peng |
| 2024 | ICRA | Guided Online Distillation: Promoting Safe Reinforcement Learning by Offline Demonstration. | Jinning Li, Xinyi Liu, Banghua Zhu, Jiantao Jiao, Masayoshi Tomizuka, Chen Tang, Wei Zhan |
| 2024 | ICRA | SGCalib: A Two-stage Camera-LiDAR Calibration Method Using Semantic Information and Geometric Features. | Zhipeng Lin, Zhi Gao, Xinyi Liu, Jialiang Wang, Weiwei Song, Ben M. Chen, Chenyang Li, Yue Huang, Yuhan Zhu |
| 2024 | IROS | Accurate and Efficient Loop Closure Detection With Deep Binary Image Descriptor and Augmented Point Cloud Registration. | Jialiang Wang, Zhi Gao, Zhipeng Lin, Zhiyu Zhou, Xiaonan Wang, Jianhua Cheng, Hao Zhang, Xinyi Liu, Ben M. Chen |
| 2024 | MUM | The Framework of NAVIS: Navigating Virtual Spaces with Immersive Scooters. | Zhixun Lin, Wei He, Xinyi Liu, Mingchen Ye, Xiang Li, Ge Lin Kan |
| 2024 | VTC | State Model and Energy Consumption Analysis based on Automotive Lighting Signals. | Osman Aksu, Xinyi Liu, Michael Schmid, Florian Bierwirth, Misel Radosavac, Hans-Georg Herzog |
| 2023 | ICDE | Scalable Online Interval Join on Modern Multicore Processors in OpenMLDB. | Hao Zhang, Xianzhi Zeng, Shuhao Zhang, Xinyi Liu, Mian Lu, Zhao Zheng |
| 2022 | CIKM | Lightweight Unbiased Multi-teacher Ensemble for Review-based Recommendation. | Guipeng Xv, Xinyi Liu, Chen Lin, Hui Li, Chenliang Li, Zhenhua Huang |
| 2022 | CVPR | ELSR: Efficient Line Segment Reconstruction with Planes and Points Guidance. | Dong Wei, Yi Wan, Yongjun Zhang, Xinyi Liu, Bin Zhang, Xiqi Wang |
| 2022 | DASFAA | HRG: A Hybrid Retrieval and Generation Model in Multi-turn Dialogue. | Deji Zhao, Xinyi Liu, Bo Ning, Chengfei Liu |
| 2022 | ICASSP | Self-Ensemble Variance Regularization for Domain Adaptation. | Xinyi Liu, Tao Dai, Shu-Tao Xia, Yong Jiang |
| 2022 | KDD | Pretraining Representations of Multi-modal Multi-query E-commerce Search. | Xinyi Liu, Wanxian Guan, Lianyun Li, Hui Li, Chen Lin, Xubin Li, Si Chen, Jian Xu, Hongbo Deng, Bo Zheng |
| 2021 | CogSci | Associative learning of new word forms in a first language and haptic features in a single-day experiment. | Yutao Yang, Yan Yan, Misa Ando, Xinyi Liu, Toshimune Kambara |
| 2021 | CogSci | Associative learning of new word forms in a first language and gustatory stimuli. | Yan Yan, Yutao Yang, Misa Ando, Xinyi Liu, Toshimune Kambara |
| 2021 | DEXA | Evaluate the Contribution of Multiple Participants in Federated Learning. | Zhaoyang You, Xinya Wu, Kexuan Chen, Xinyi Liu, Chao Wu |
| 2021 | GLOBECOM | GDST: Global Distillation Self-Training for Semi-Supervised Federated Learning. | Xinyi Liu, Linghui Zhu, Shu-Tao Xia, Yong Jiang, Xue Yang |
| 2021 | SIGIR | Mitigating Sentiment Bias for Recommender Systems. | Chen Lin, Xinyi Liu, Guipeng Xv, Hui Li |
| 2020 | CogSci | Ten semantic differential evaluations of written Japanese vowels in a paper-based survey study. | Misa Ando, Xinyi Liu, Yan Yan, Yutao Yang, Shushi Namba, Kazuaki Abe, Toshimune Kambara |
| 2020 | CogSci | Pictures facilitate recognition and retrieval speeds of associations between words in a second language and referents. | Toshimune Kambara, Xinyi Liu, Hiroki Horinouchi, Yutao Yang, Yan Yan, Misa Ando |
| 2020 | CogSci | Effects of Voiced Initial Consonants in Japanese Sound-Symbolic Words: Experiments 1 and 2. | Akari Koda, Eisuke Osawa, Kyonosuke Handa, Shushi Namba, Xinyi Liu, Yutaka Haramaki, Toshimune Kambara |
| 2020 | CogSci | Effects of Voiced Initial Consonants in Japanese Sound-Symbolic Words: Experiment 3. | Eisuke Osawa, Akari Koda, Kyonosuke Handa, Shushi Namba, Xinyi Liu, Makoto Hirakawa, Toshimune Kambara |
| 2020 | GPC | MobiVision: A Novel Energy-Efficient Mobile Deep Learning Framework for Computer Vision. | Xiaoming Dai, Xinyi Liu, Guoqing Liu, Qing Yang, Tianzhang Xing |
| 2020 | ICASSP | Self-Adaptive Feature Fool. | Xinyi Liu, Yang Bai, Shu-Tao Xia, Yong Jiang |
| 2020 | ICPR | Video Analytics Gait Trend Measurement for Fall Prevention and Health Monitoring. | Lawrence O'Gorman, Xinyi Liu, Md Imran Sarker, Mariofanna G. Milanova |
| 2017 | PIMRC | UD-MAC: Delay tolerant multiple access control protocol for unmanned aerial vehicle networks. | Xinyi Liu, Zhiqing Wei, Zhiyong Feng, Fan Ning |
| 2016 | ETS | Combining the histogram method and the ultrafast segmented model identification of linearity errors algorithm for ADC linearity testing. | Weida Chen, Yongxin Zhu, Xinyi Liu, Xinyang Li, Dongyu Ou |
| 2015 | HPCC | Distributed Discord Discovery: Spark Based Anomaly Detection in Time Series. | Yafei Wu, Yongxin Zhu, Tian Huang, Xinyang Li, Xinyi Liu, Mengyun Liu |