| 2026 | AAAI | Anatomical Region-Guided Contrastive Decoding: A Plug-and-Play Strategy for Mitigating Hallucinations in Medical VLMs. | Xiao Liang, Chenxi Liu, Zhi Ma, Di Wang, Bin Jing, Quan Wang, Yuanyuan Shi |
| 2026 | AAAI | From Dialogue to Destination: Geography-Aware Large Language Models with Multimodal Fusion for Conversational Recommendation. | Yeming Li, Chenxi Liu, Jie Zou, Cheng Long, Chaoning Zhang, Peng Wang, Yang Yang |
| 2026 | WCNC | Model Splitting and Computing Resource Allocation for Collaborative Edge-Device LLM Inference: A Transformer-Enhanced DRL Approach. | Xinzhu Chen, Fengxian Guo, Chenxi Liu, Mugen Peng, Tony Q. S. Quek |
| 2026 | WCNC | Hybrid Beamforming and Trajectory Optimization for Adaptive Resource Allocation of UAV-enabled ISAC Systems. | Xinran Chen, Jianan Zhu, Chenxi Liu |
| 2026 | WCNC | Towards Latency SLO Guaranteed Inference Serving in Dynamic Mobile Edge Computing Networks. | Yunfan Jin, Fengxian Guo, Chenxi Liu, Mugen Peng, Tony Q. S. Quek |
| 2026 | WCNC | DRL-Enabled Latency-Aware UAV Relays for Integrated Satellite-Terrestrial Networks. | Xintong Li, Feng Wang, Chenxi Liu, Lixia Xiao, Lidong Zhu, Tony Q. S. Quek |
| 2026 | WWW | VisionST: Coordinating Cross-modal Traffic Prediction with Interactive Geo-image Encoding. | Jinwen Chen, Hao Miao, Chenxi Liu, Yan Zhao, Kai Zheng |
| 2026 | WWW | Cross-city Time Series Forecasting with Retrieval-Augmented Large Language Models. | Yue Jiang, Chenxi Liu, Yile Chen, Qin Chao, Shuai Liu, Cheng Long, Gao Cong |
| 2025 | AAAI | TimeCMA: Towards LLM-Empowered Multivariate Time Series Forecasting via Cross-Modality Alignment. | Chenxi Liu, Qianxiong Xu, Hao Miao, Sun Yang, Lingzheng Zhang, Cheng Long, Ziyue Li, Rui Zhao |
| 2025 | CVPR | LangCoop: Collaborative Driving with Language. | Xiangbo Gao, Yuheng Wu, Rujia Wang, Chenxi Liu, Yang Zhou, Zhengzhong Tu |
| 2025 | ICCV | Federated Continuous Category Discovery and Learning. | Lixu Wang, Chenxi Liu, Junfeng Guo, Qingqing Ye, Heng Huang, Haibo Hu, Wei Dong |
| 2025 | ICDE | Efficient Multivariate Time Series Forecasting via Calibrated Language Models with Privileged Knowledge Distillation. | Chenxi Liu, Hao Miao, Qianxiong Xu, Shaowen Zhou, Cheng Long, Yan Zhao, Ziyue Li, Rui Zhao |
| 2025 | ICLR | A Watermark for Order-Agnostic Language Models. | Ruibo Chen, Yihan Wu, Yanshuo Chen, Chenxi Liu, Junfeng Guo, Heng Huang |
| 2025 | IJCAI | Towards Cross-Modality Modeling for Time Series Analytics: A Survey in the LLM Era. | Chenxi Liu, Shaowen Zhou, Qianxiong Xu, Hao Miao, Cheng Long, Ziyue Li, Rui Zhao |
| 2025 | WACV | SenseRAG: Constructing Environmental Knowledge Bases with Proactive Querying for LLM-Based Autonomous Driving. | Xuewen Luo, Fan Ding, Fengze Yang, Yang Zhou, Junnyong Loo, Hwa Hui Tew, Chenxi Liu |
| 2024 | ACL | Your Vision-Language Model Itself Is a Strong Filter: Towards High-Quality Instruction Tuning with Data Selection. | Ruibo Chen, Yihan Wu, Lichang Chen, Guodong Liu, Qi He, Tianyi Xiong, Chenxi Liu, Junfeng Guo, Heng Huang |
| 2024 | CVPR | De-Diffusion Makes Text a Strong Cross-Modal Interface. | Chen Wei, Chenxi Liu, Siyuan Qiao, Zhishuai Zhang, Alan L. Yuille, Jiahui Yu |
| 2024 | DEXA | SQL-to-Schema Enhances Schema Linking in Text-to-SQL. | Sun Yang, Qiong Su, Zhishuai Li, Ziyue Li, Hangyu Mao, Chenxi Liu, Rui Zhao |
| 2024 | ECCV | Few-Shot Class Incremental Learning with Attention-Aware Self-adaptive Prompt. | Chenxi Liu, Zhenyi Wang, Tianyi Xiong, Ruibo Chen, Yihan Wu, Junfeng Guo, Heng Huang |
| 2024 | ICDE | LightTR: A Lightweight Framework for Federated Trajectory Recovery. | Ziqiao Liu, Hao Miao, Yan Zhao, Chenxi Liu, Kai Zheng, Huan Li |
| 2024 | MDM | Spatial-Temporal Large Language Model for Traffic Prediction. | Chenxi Liu, Sun Yang, Qianxiong Xu, Zhishuai Li, Cheng Long, Ziyue Li, Rui Zhao |
| 2023 | CVPR | MoDAR: Using Motion Forecasting for 3D Object Detection in Point Cloud Sequences. | Yingwei Li, Charles R. Qi, Yin Zhou, Chenxi Liu, Dragomir Anguelov |
| 2023 | GLOBECOM | Adaptive Prediction-Based Beam Tracking Scheme for UAV mmWave Communications. | Jianan Zhu, Chenxi Liu, Wenyun Chen, Xiaoling Hu, Mugen Peng |
| 2023 | ICLR | Deja Vu: Continual Model Generalization for Unseen Domains. | Chenxi Liu, Lixu Wang, Lingjuan Lyu, Chen Sun, Xiao Wang, Qi Zhu |
| 2023 | ICML | Causal Structure Learning for Latent Intervened Non-stationary Data. | Chenxi Liu, Kun Kuang |
| 2023 | ICRA | Lidar Augment: Searching for Scalable 3D LiDAR Data Augmentations. | Zhaoqi Leng, Guowang Li, Chenxi Liu, Ekin Dogus Cubuk, Pei Sun, Tong He, Dragomir Anguelov, Mingxing Tan |
| 2023 | IROS | LEF: Late-to-Early Temporal Fusion for LiDAR 3D Object Detection. | Tong He, Pei Sun, Zhaoqi Leng, Chenxi Liu, Dragomir Anguelov, Mingxing Tan |
| 2023 | IROS | I3DOD: Towards Incremental 3D Object Detection via Prompting. | Wenqi Liang, Gan Sun, Chenxi Liu, Jiahua Dong, Kangru Wang |
| 2023 | IECON | Observability Analysis of Networked Control Systems Under DoS Attacks. | Chenxi Liu, Dajun Du, Changda Zhang, Chen Peng, Minrui Fei |
| 2023 | ISCC | GCFL: Blockchain-based Efficient Federated Learning for Heterogeneous Devices. | Xiang Ying, Chenxi Liu, Dengcheng Hu |
| 2023 | SiggraphA | Bzier Spline Simplification Using Locally Integrated Error Metrics. | Siqi Wang, Chenxi Liu, Daniele Panozzo, Denis Zorin, Alec Jacobson |
| 2022 | ECCV | LidarNAS: Unifying and Searching Neural Architectures for 3D Point Clouds. | Chenxi Liu, Zhaoqi Leng, Pei Sun, Shuyang Cheng, Charles R. Qi, Yin Zhou, Mingxing Tan, Dragomir Anguelov |
| 2022 | ECCV | SWFormer: Sparse Window Transformer for 3D Object Detection in Point Clouds. | Pei Sun, Mingxing Tan, Weiyue Wang, Chenxi Liu, Fei Xia, Zhaoqi Leng, Dragomir Anguelov |
| 2022 | ICLR | PolyLoss: A Polynomial Expansion Perspective of Classification Loss Functions. | Zhaoqi Leng, Mingxing Tan, Chenxi Liu, Ekin Dogus Cubuk, Jay Shi, Shuyang Cheng, Dragomir Anguelov |
| 2022 | ICLR | Scene Transformer: A unified architecture for predicting future trajectories of multiple agents. | Jiquan Ngiam, Vijay Vasudevan, Benjamin Caine, Zhengdong Zhang, Hao-Tien Lewis Chiang, Jeffrey Ling, Rebecca Roelofs, Alex Bewley, Chenxi Liu, Ashish Venugopal, David J. Weiss, Ben Sapp, Zhifeng Chen, Jonathon Shlens |
| 2022 | ICRA | Multi-Class 3D Object Detection with Single-Class Supervision. | Mao Ye, Chenxi Liu, Maoqing Yao, Weiyue Wang, Zhaoqi Leng, Charles R. Qi, Dragomir Anguelov |
| 2022 | VTC | Impacts of Obstacles and Jittering on Coverage and Throughput Performance of Large-Scale UAV Networks. | Bonan Yin, Chenxi Liu, Mugen Peng |
| 2022 | WACV | FalCon: Fine-grained Feature Map Sparsity Computing with Decomposed Convolutions for Inference Optimization. | Zirui Xu, Fuxun Yu, Chenxi Liu, Zhe Wu, Hongcheng Wang, Xiang Chen |
| 2021 | CVPR | Progressive Stage-Wise Learning for Unsupervised Feature Representation Enhancement. | Zefan Li, Chenxi Liu, Alan L. Yuille, Bingbing Ni, Wenjun Zhang, Wen Gao |
| 2021 | ICCV | Large Scale Interactive Motion Forecasting for Autonomous Driving : The Waymo Open Motion Dataset. | Scott Ettinger, Shuyang Cheng, Benjamin Caine, Chenxi Liu, Hang Zhao, Sabeek Pradhan, Yuning Chai, Ben Sapp, Charles R. Qi, Yin Zhou, Zoey Yang, Aurelien Chouard, Pei Sun, Jiquan Ngiam, Vijay Vasudevan, Alexander McCauley, Jonathon Shlens, Dragomir Anguelov |
| 2021 | VTC | Coverage Analysis of Fog-Enabled Vehicular Networks with User Mobility. | Minghan Jiao, Chenxi Liu, Mugen Peng |
| 2020 | AAAI | Identifying Model Weakness with Adversarial Examiner. | Michelle Shu, Chenxi Liu, Weichao Qiu, Alan L. Yuille |
| 2020 | ECCV | Are Labels Necessary for Neural Architecture Search? | Chenxi Liu, Piotr Dollr, Kaiming He, Ross B. Girshick, Alan L. Yuille, Saining Xie |
| 2020 | GPC | A Driver-Centric Vehicle Reposition Framework via Multi-agent Reinforcement Learning. | Chenxi Liu, Mingyu Deng, Chao Chen, Chaocan Xiang |
| 2020 | HPCC | Towards Semantic Travel Behavior Prediction for Private Car Users. | Huiling Chen, Dong Wang, Chenxi Liu |
| 2019 | CVPR | Auto-DeepLab: Hierarchical Neural Architecture Search for Semantic Image Segmentation. | Chenxi Liu, Liang-Chieh Chen, Florian Schroff, Hartwig Adam, Wei Hua, Alan L. Yuille, Li Fei-Fei |
| 2019 | CVPR | CLEVR-Ref+: Diagnosing Visual Reasoning With Referring Expressions. | Runtao Liu, Chenxi Liu, Yutong Bai, Alan L. Yuille |
| 2019 | CVPR | Adversarial Attacks Beyond the Image Space. | Xiaohui Zeng, Chenxi Liu, Yu-Siang Wang, Weichao Qiu, Lingxi Xie, Yu-Wing Tai, Chi-Keung Tang, Alan L. Yuille |
| 2019 | GLOBECOM | Joint Bandwidth, Caching, and Computing Resource Allocation for Mobile VR Delivery in F-RANs. | Tian Dang, Mugen Peng, Yaqiong Liu, Chenxi Liu |
| 2018 | CVPR | Few-Shot Image Recognition by Predicting Parameters From Activations. | Siyuan Qiao, Chenxi Liu, Wei Shen, Alan L. Yuille |
| 2018 | ECCV | Progressive Neural Architecture Search. | Chenxi Liu, Barret Zoph, Maxim Neumann, Jonathon Shlens, Wei Hua, Li-Jia Li, Li Fei-Fei, Alan L. Yuille, Jonathan Huang, Kevin Murphy |
| 2018 | NAACL | Scene Graph Parsing as Dependency Parsing. | Yu-Siang Wang, Chenxi Liu, Xiaohui Zeng, Alan L. Yuille |
| 2017 | AAAI | Attention Correctness in Neural Image Captioning. | Chenxi Liu, Junhua Mao, Fei Sha, Alan L. Yuille |
| 2017 | GLOBECOM | Secure Transmission in the Presence of Full-Duplex Active Eavesdropper. | Chenxi Liu, Jemin Lee, Tony Q. S. Quek |
| 2017 | ICCV | Recurrent Multimodal Interaction for Referring Image Segmentation. | Chenxi Liu, Zhe Lin, Xiaohui Shen, Jimei Yang, Xin Lu, Alan L. Yuille |
| 2017 | ICCV | ScaleNet: Guiding Object Proposal Generation in Supermarkets and Beyond. | Siyuan Qiao, Wei Shen, Weichao Qiu, Chenxi Liu, Alan L. Yuille |
| 2017 | ICCV | SORT: Second-Order Response Transform for Visual Recognition. | Yan Wang, Lingxi Xie, Chenxi Liu, Siyuan Qiao, Ya Zhang, Wenjun Zhang, Qi Tian, Alan L. Yuille |
| 2016 | CHI | Untitled record | Lea Albaugh, April Grow, Chenxi Liu, James McCann, Gillian Smith, Jennifer Mankoff |
| 2015 | CVPR | Rent3D: Floor-plan priors for monocular layout estimation. | Chenxi Liu, Alexander G. Schwing, Kaustav Kundu, Raquel Urtasun, Sanja Fidler |
| 2015 | GLOBECOM | Secure Transmission for Relay Wiretap Channels in the Presence of Spatially Random Eavesdroppers. | Chenxi Liu, Nan (Jonas) Yang, Jinhong Yuan, Robert A. Malaney |
| 2014 | GRC | Reconsideration of rules in tables with non-deterministic data. | Hiroshi Sakai, Mao Wu, Naoto Yamaguchi, Chenxi Liu, Michinori Nakata |
| 2014 | SIGCOMM | Increasing cellular capacity using ISM band side-channels: a first study. | Jingwen Bai, Chenxi Liu, Ashutosh Sabharwal |
| 2013 | GLOBECOM | Beamforming for MIMO Gaussian wiretap channels with imperfect channel state information. | Chenxi Liu, Giovanni Geraci, Nan (Jonas) Yang, Jinhong Yuan, Robert A. Malaney |