| 2026 | AAAI | Double Rounding: Nearly Lossless Adaptive Bit Switching for QAT. | Haiduo Huang, Zhenhua Liu, Tian Xia, Pengju Ren |
| 2026 | AAAI | PartialNet: Compute Less, Perform Better. | Haiduo Huang, Tian Xia, Wenzhe Zhao, Pengju Ren |
| 2026 | AAAI | Phys-Liquid: A Physics-Informed Dataset for Estimating 3D Geometry and Volume of Transparent Deformable Liquids. | Ke Ma, Yizhou Fang, Jean-Baptiste Weibel, Shuai Tan, Xinggang Wang, Yang Xiao, Yi Fang, Tian Xia |
| 2026 | ACL | League of LLMs: A Benchmark-Free Paradigm for Mutual Evaluation of Large Language Models. | Qianhong Guo, Wei Xie, Xiaofang Cai, Enze Wang, Shuoyoucheng Ma, Xiaobing Sun, Tian Xia, Kai Chen, Xiaofeng Wang, Baosheng Wang |
| 2026 | ASPDAC | MoEA: A Mixed-Precision Edge Accelerator for CNN-MSA Models with Fine-Tuning Support. | Qiwei Dang, Chengyu Ma, Zhiwang Huo, Guoming Yang, Tian Xia, Wenzhe Zhao, Pengju Ren |
| 2026 | EuroSys | SkyWalker: A Locality-Aware Cross-Region Load Balancer for LLM Inference. | Tian Xia, Ziming Mao, Jamison Kerney, Ethan J. Jackson, Zhifei Li, Jiarong Xing, Scott Shenker, Ion Stoica |
| 2026 | ISCAS | Internet of Drones System for Water Quality Sensing, Sampling, 2-D Mapping, and 3-D Profiling. | Soheyl Faghir Hagh, Parmida Amngostar, Tian Xia |
| 2026 | WWW | WPIS: From In-the-Wild Web Images to Physics-Aware 3D Scene Graphs for Physical Reasoning. | Ke Ma, Cong Fu, Jianing Wang, Yifei Wang, Wenyuan Li, Xinggang Wang, Meng Wang, Tian Xia |
| 2025 | ACL | PlanGenLLMs: A Modern Survey of LLM Planning Capabilities. | Hui Wei, Zihao Zhang, Shenghua He, Tian Xia, Shijia Pan, Fei Liu |
| 2025 | CBMI | Rethinking Wine Tasting for Chinese Consumers: A Service Design Approach Enhanced by Multimodal Personalization. | Xinyang Shan, Yuanyuan Xu, Tian Xia, Yin-Shan Lin |
| 2025 | EMNLP | Facilitating Long Context Understanding via Supervised Chain-of-Thought Reasoning. | Jingyang Lin, Andy Wong, Tian Xia, Shenghua He, Hui Wei, Mei Han, Jiebo Luo |
| 2025 | EMNLP | How to Fine-Tune Safely on a Budget: Model Adaptation Using Minimal Resources. | Anh C. Pham, Mihir Thalanki, Michael Sun, Aditya Chaloo, Ankita Gupta, Tian Xia, Aditya Mate, Ehi Nosakhare, Soundararajan Srinivasan |
| 2025 | EuroSys | SkyServe: Serving AI Models across Regions and Clouds with Spot Instances. | Ziming Mao, Tian Xia, Zhanghao Wu, Wei-Lin Chiang, Tyler Griggs, Romil Bhardwaj, Zongheng Yang, Scott Shenker, Ion Stoica |
| 2025 | HCI | Designing Wine Tasting Experiences for All: The Role of Human Diversity and Personal Food Memory. | Xinyang Shan, Yuanyuan Xu, Yuqing Wang, Tian Xia, Yin-Shan Lin |
| 2025 | HCI | KOA-Monitor: A Digital Intervention and Functional Assessment System for Knee Osteoarthritis Patients. | Tian Xia, Yuanyuan Xu, Xinyang Shan |
| 2025 | ICASSP | IDE: A Multi-Agent-Driven Iterative Framework for Dynamic Evaluation of LLMs. | Xin Tong, Bo Jin, Jingya Wang, Wenpeng Xing, Tian Xia, Meng Han |
| 2025 | ICLR | GotenNet: Rethinking Efficient 3D Equivariant Graph Neural Networks. | Sarp Aykent, Tian Xia |
| 2025 | ICML | Diffusion Counterfactual Generation with Semantic Abduction. | Rajat Rasal, Avinash Kori, Fabio De Sousa Ribeiro, Tian Xia, Ben Glocker |
| 2025 | IJCAI | MiniMal: Hard-Label Adversarial Attack Against Static Malware Detection with Minimal Perturbation. | Chengyi Li, Zhiyuan Jiang, Yongjun Wang, Tian Xia, Yayuan Zhang, Yuhang Mao |
| 2025 | ISCA | Magellan: A High-Performance Loop-Guided Prefetcher for Indirect Memory Access. | Gelin Fu, Tian Xia, Mingzhuo Yin, Prashant J. Nair, Mieszko Lis, Pengju Ren |
| 2025 | ISCAS | 28/39 GHz Dual-Band GaN Power Amplifier Design. | Swarup Chakraborty, Tian Xia |
| 2025 | ISCAS | Analysis of Sub-Sampling PLL False Lock and Lock-in Range Estimation. | Wenzhe Chen, Tian Xia |
| 2025 | IECON | Low-frequency Vibration Shaker with High Output Force Based on Giant Magnetostrictive Actuator. | Yikun Yang, Dong-jian Xie, Haomin Wu, Yue Feng, Tian Xia, Bintang Yang |
| 2025 | MICCAI | CF-Seg: Counterfactuals Meet Segmentation. | Raghav Mehta, Fabio De Sousa Ribeiro, Tian Xia, Mlanie Roschewitz, Ainkaran Santhirasekaram, Dominic C. Marshall, Ben Glocker |
| 2025 | MICCAI | Latent Causal Modeling for 3D Brain MRI Counterfactuals. | Wei Peng, Tian Xia, Fabio De Sousa Ribeiro, Tomas M. Bosschieter, Ehsan Adeli, Qingyu Zhao, Ben Glocker, Kilian M. Pohl |
| 2025 | MICCAI | Segmentor-Guided Counterfactual Fine-Tuning for Locally Coherent and Targeted Image Synthesis. | Tian Xia, Matthew Sinclair, Andreas Schuh, Fabio De Sousa Ribeiro, Raghav Mehta, Rajat Rasal, Esther Puyol-Antn, Samuel Gerber, Kersten Petersen, Michiel Schaap, Ben Glocker |
| 2025 | TrustCom | LLM-Guided Mutation Location Selection for Vulnerability-Aware JavaScript Engine Fuzzing. | Jizhe Li, Yongjun Wang, Haoran Xu, Lin Peng, Muxin Xu, Tian Xia |
| 2024 | ACL | Measuring Bargaining Abilities of LLMs: A Benchmark and A Buyer-Enhancement Method. | Tian Xia, Zhiwei He, Tong Ren, Yibo Miao, Zhuosheng Zhang, Yang Yang, Rui Wang |
| 2024 | ECCV | Towards Dual Transparent Liquid Level Estimation in Biomedical Lab: Dataset, Methods and Practices. | Xiayu Wang, Ke Ma, Ruiyun Zhong, Xinggang Wang, Yi Fang, Yang Xiao, Tian Xia |
| 2024 | EMNLP | R-Judge: Benchmarking Safety Risk Awareness for LLM Agents. | Tongxin Yuan, Zhiwei He, Lingzhong Dong, Yiming Wang, Ruijie Zhao, Tian Xia, Lizhen Xu, Binglin Zhou, Fangqi Li, Zhuosheng Zhang, Rui Wang, Gongshen Liu |
| 2024 | HPCA | Differential-Matching Prefetcher for Indirect Memory Access. | Gelin Fu, Tian Xia, Zhongpei Luo, Ruiyang Chen, Wenzhe Zhao, Pengju Ren |
| 2024 | ICPP | Hardware Acceleration of Minimap2 Genomic Sequence Alignment Algorithm. | Jie Cheng, Lifu Hu, Wei Xu, Hanhua Chen, Tian Xia |
| 2024 | MICCAI | Counterfactual Contrastive Learning: Robust Representations via Causal Image Synthesis. | Mlanie Roschewitz, Fabio De Sousa Ribeiro, Tian Xia, Galvin Khara, Ben Glocker |
| 2024 | MICCAI | Mitigating Attribute Amplification in Counterfactual Image Generation. | Tian Xia, Mlanie Roschewitz, Fabio De Sousa Ribeiro, Charles Jones, Ben Glocker |
| 2024 | SMC | Enhancing Training Stability in Generative Adversarial Networks via Penalty Gradient Normalization. | Tian Xia, QingLang Su |
| 2023 | AAAI | Constrained Market Share Maximization by Signal-Guided Optimization. | Bo Hui, Yuchen Fang, Tian Xia, Sarp Aykent, Wei-Shinn Ku |
| 2023 | ICCD | PrSpMV: An Efficient Predictable Kernel for SpMV. | Gelin Fu, Tian Xia, Shaoru Qu, Zhongpei Luo, Shuyu Li, Pengyu Cheng, Runfan Guo, Yitong Ding, Pengju Ren |
| 2023 | ICIP | TAQ: Top-K Attention-Aware Quantization for Vision Transformers. | Lili Shi, Haiduo Huang, Bowei Song, Meng Tan, Wenzhe Zhao, Tian Xia, Pengju Ren |
| 2023 | ICML | High Fidelity Image Counterfactuals with Probabilistic Causal Models. | Fabio De Sousa Ribeiro, Tian Xia, Miguel Monteiro, Nick Pawlowski, Ben Glocker |
| 2023 | ISCC | Spatiotemporal-Enhanced Recurrent Neural Network for Network Traffic Prediction. | Zhiyong Chen, Junyu Lai, Junhong Zhu, Wanyi Ma, Lianqiang Gan, Tian Xia |
| 2023 | SDM | Extrinsic-Intrinsic Representation Learning Framework for Drug Discovery. | Tian Xia, Sarp Aykent, Wei-Shinn Ku |
| 2022 | CHI | Augmented Reality and Robotics: A Survey and Taxonomy for AR-enhanced Human-Robot Interaction and Robotic Interfaces. | Ryo Suzuki, Adnan Karim, Tian Xia, Hooman Hedayati, Nicolai Marquardt |
| 2022 | EMNLP | A Localized Geometric Method to Match Knowledge in Low-dimensional Hyperbolic Space. | Bo Hui, Tian Xia, Wei-Shinn Ku |
| 2022 | KDD | GBPNet: Universal Geometric Representation Learning on Protein Structures. | Sarp Aykent, Tian Xia |
| 2021 | ACL | A Neural Transition-based Joint Model for Disease Named Entity Recognition and Normalization. | Zongcheng Ji, Tian Xia, Mei Han, Jing Xiao |
| 2021 | DAC | SpV8: Pursuing Optimal Vectorization and Regular Computation Pattern in SpMV. | Chenyang Li, Tian Xia, Wenzhe Zhao, Nanning Zheng, Pengju Ren |
| 2021 | IJCNN | CAQ: Context-Aware Quantization via Reinforcement Learning. | Zhijun Tu, Jian Ma, Tian Xia, Wenzhe Zhao, Pengju Ren, Nanning Zheng |
| 2021 | IJCNN | Joint Critics Mechanism: A Universal Framework for Multi-targets Visual Navigation. | Youzhuo Wang, Wenzhe Zhao, Tian Xia, Nanning Zheng, Pengju Ren |
| 2021 | IRI | ScanCloud: Holistic GPR Data Analysis for Adaptive Subsurface Object Detection. | Maxwell M. Omwenga, Dalei Wu, Yu Liang, Dryver Huston, Tian Xia |
| 2021 | KDD | Geometric Graph Representation Learning on Protein Structure Prediction. | Tian Xia, Wei-Shinn Ku |
| 2020 | AAAI | Multi-Agent/Robot Deep Reinforcement Learning with Macro-Actions (Student Abstract). | Yuchen Xiao, Joshua Hoffman, Tian Xia, Christopher Amato |
| 2020 | ICASSP | Aligntts: Efficient Feed-Forward Text-to-Speech System Without Explicit Alignment. | Zhen Zeng, Jianzong Wang, Ning Cheng, Tian Xia, Jing Xiao |
| 2020 | ICCD | Exploring Better Speculation and Data Locality in Sparse Matrix-Vector Multiplication on Intel Xeon. | Haoran Zhao, Tian Xia, Chenyang Li, Wenzhe Zhao, Nanning Zheng, Pengju Ren |
| 2020 | ISCAS | A Dual-Band 28/38GHz Cascaded Phase Locked Loop Circuit Design. | Wenzhe Chen, Tian Xia |
| 2020 | ISCAS | Machine Learning for Respiratory Detection Via UWB Radar Sensor. | Anwar Elhadad, Timothy Sullivan, Safwan Wshah, Tian Xia |
| 2020 | ICRA | Learning Multi-Robot Decentralized Macro-Action-Based Policies via a Centralized Q-Net. | Yuchen Xiao, Joshua Hoffman, Tian Xia, Christopher Amato |
| 2020 | VTC | DaliNet: Lighter, deeper and larger field of vision. | Hao Fu, Yuyan Wang, Zhipeng Yang, Jiazheng Fu, Cheng Feng, Tian Xia |
| 2020 | SERVICES | A Novel Multi-level Computation Offloading Scheme at LEO Constellation Broadband Network Edge. | Huidong Tan, Meilin He, Tian Xia, Xiaohui Zheng, Junyu Lai |
| 2019 | AISTATS | Adversarial Discrete Sequence Generation without Explicit NeuralNetworks as Discriminators. | Zhongliang Li, Tian Xia, Xingyu Lou, Kaihe Xu, Shaojun Wang, Jing Xiao |
| 2019 | CIKM | Heterogeneous Components Fusion Network for Load Forecasting of Charging Stations. | Kai Li, Fei Yu, Cheng Feng, Tian Xia |
| 2019 | GECCO | Application of classification for figure copying test in Parkinson's disease diagnosis by using cartesian genetic programming. | Tian Xia, Jeremy Cosgrove, Jane E. Alty, Stuart Jamieson, Stephen L. Smith |
| 2019 | ICTAI | Federated Learning of Unsegmented Chinese Text Recognition Model. | Xinghua Zhu, Jianzong Wang, Zhenhou Hong, Tian Xia, Jing Xiao |
| 2019 | ISI | Building Terrorist Knowledge Graph from Global Terrorism Database and Wikipedia. | Tian Xia, Yijun Gu |
| 2019 | MICCAI | Consistent Brain Ageing Synthesis. | Tian Xia, Agisilaos Chartsias, Sotirios A. Tsaftaris |
| 2018 | MODELSWARD | Cloud Security and Privacy Metamodel - Metamodel for Security and Privacy Knowledge in Cloud Services. | Tian Xia, Hironori Washizaki, Takehisa Kato, Haruhiko Kaiya, Shinpei Ogata, Eduardo B. Fernndez, Hideyuki Kanuka, Masayuki Yoshino, Dan Yamamoto, Takao Okubo, Nobukazu Yoshioka, Atsuo Hazeyama |
| 2017 | CVPR | Multi-view 3D Object Detection Network for Autonomous Driving. | Xiaozhi Chen, Huimin Ma, Ji Wan, Bo Li, Tian Xia |
| 2016 | COMPSAC | Message from the WEDA 2016 Program Chairs. | Tugkan Tuglular, Ying Cai, Duygu elik, Mei-Ling Shyu, Tian Xia |
| 2016 | ISCAS | SiGe HBT X-band and Ka-band switchable dual-band low noise amplifier. | Panglijen Candra, Tian Xia |
| 2016 | ICWSM | Cross Social Media Recommendation. | Xiaozhong Liu, Tian Xia, Yingying Yu, Chun Guo, Yizhou Sun |
| 2016 | IGARSS | Antenna performance under GEO-property variations for real-time underground tomography. | Taian Fan, Tian Xia, Liang Cheng |
| 2016 | ISCAS | Frequency domain clutter removal for compressive OFDM ground penetrating radar. | Yu Zhang, Tian Xia |
| 2015 | COMPSAC | Message from WEDA Organizing Committee. | Guohui Xiao, Juergen Rilling, Tian Xia |
| 2015 | CVPR | Learning from massive noisy labeled data for image classification. | Tong Xiao, Tian Xia, Yi Yang, Chang Huang, Xiaogang Wang |
| 2015 | EuroPLop | Improving writer's workshop by introducing checklist and perspectives. | Tian Xia, Joseph W. Yoder, Rebecca Wirfs-Brock, Hironori Washizaki |
| 2015 | GLOBECOM | A Novel Fast LDPC Decoder Using APP-Based Dynamic Scheduling Scheme. | Tian Xia, Hsiao-Chun Wu, Scott C.-H. Huang |
| 2015 | GLOBECOM | Novel Fast Iterative Decoding Threshold Estimation for Protograph-Based LDPC Convolutional Codes. | Tian Xia, Hsiao-Chun Wu, Hong Jiang |
| 2015 | ICDM | A Multi-label Ensemble Method Based on Minimum Ranking Margin Maximization. | Shaodan Zhai, Chenyang Zhao, Tian Xia, Shaojun Wang |
| 2015 | IJCAI | A Direct Boosting Approach for Semi-supervised Classification. | Shaodan Zhai, Tian Xia, Zhongliang Li, Shaojun Wang |
| 2015 | ISCAS | A quad-mode DCO for multi-standard communication application. | Bo Jiang, Tian Xia |
| 2015 | ISCAS | Ground penetrating radar utilizing compressive sampling and OFDM techniques. | Mohamed Metwally, Nicholai L'Esperance, Tian Xia |
| 2014 | GLOBECOM | Blind identification of binary LDPC codes for M-QAM signals. | Tian Xia, Hsiao-Chun Wu, Shih Yu Chang, Xian Liu, Scott C.-H. Huang |
| 2014 | GLOBECOM | LDPC encoder identification in time-varying flat-fading channels. | Tian Xia, Hsiao-Chun Wu, Supratik Mukhopadhyay |
| 2014 | KDD | A multi-class boosting method with direct optimization. | Shaodan Zhai, Tian Xia, Shaojun Wang |
| 2014 | VTS | Continuous wave radar circuitry testing using OFDM technique. | Mohamed Metwally, Nicholai L'Esperance, Tian Xia, Mustapha Slamani |
| 2013 | EMNLP | A Corpus Level MIRA Tuning Strategy for Machine Translation. | Ming Tan, Tian Xia, Shaojun Wang, Bowen Zhou |
| 2013 | EMNLP | Improving Alignment of System Combination by Using Multi-objective Optimization. | Tian Xia, Zongcheng Ji, Shaodan Zhai, Yidong Chen, Qun Liu, Shaojun Wang |
| 2013 | GLOBECOM | A new stopping criterion for fast low-density parity-check decoders. | Tian Xia, Hsiao-Chun Wu, Scott C.-H. Huang |
| 2013 | ICRA | Model-based telerobotic control with virtual fixtures for satellite servicing tasks. | Tian Xia, Simon Lonard, Isha Kandaswamy, Amy A. Blank, Louis L. Whitcomb, Peter Kazanzides |
| 2013 | KDD | Direct optimization of ranking measures for learning to rank models. | Ming Tan, Tian Xia, Lily Guo, Shaojun Wang |
| 2013 | VTS | Special session 4B: Elevator talks. | Jennifer Dworak, Ronald Shawn Blanton, Masahiro Fujita, Kazumi Hatayama, Naghmeh Karimi, Michail Maniatakos, Antonis M. Paschalis, Adit D. Singh, Tian Xia |
| 2012 | ICPR | Object categorization based on hierarchical learning. | Tian Xia, Yuan Yan Tang, Yantao Wei, Hong Li, Luoqing Li |
| 2012 | IROS | Augmented reality environment with virtual fixtures for robotic telemanipulation in space. | Tian Xia, Simon Lonard, Anton Deguet, Louis L. Whitcomb, Peter Kazanzides |
| 2012 | MMM | Finding Suits in Images of People. | Lei Huang, Tian Xia, Yongdong Zhang, Shouxun Lin |
| 2012 | MMM | RGB-D Based Multi-attribute People Search in Intelligent Visual Surveillance. | Wu Liu, Tian Xia, Ji Wan, Yongdong Zhang, Jintao Li |
| 2011 | ICIP | Human skin detection in images by MSER analysis. | Lei Huang, Tian Xia, Yongdong Zhang, Shouxun Lin |
| 2011 | ICIP | Hollow TV logo detection. | Liang Zhang, Tian Xia, Yongdong Zhang, Jintao Li |
| 2011 | IROS | A constrained optimization approach to virtual fixtures for multi-robot collaborative teleoperation. | Tian Xia, Ankur Kapoor, Peter Kazanzides, Russell H. Taylor |
| 2011 | VCIP | Face recognition using an enhanced age simulation method. | Tian Xia, Jiwen Lu, Yap-Peng Tan |
| 2010 | CIS | Intelligent Digital Photo Management System Using Ontology and SWRL. | Yanmei Chai, Tian Xia, Jianming Zhu, Haifeng Li |
| 2010 | ICIP | Automatic detection of malignant prostatic gland units in cross-sectional microscopic images. | Tian Xia, Yizhou Yu, Jing Hua |
| 2009 | EMNLP | Weighted Alignment Matrices for Statistical Machine Translation. | Yang Liu, Tian Xia, Xinyan Xiao, Qun Liu |
| 2008 | ICDE | On Skylining with Flexible Dominance Relation. | Tian Xia, Donghui Zhang, Yufei Tao |
| 2008 | ISVC | Streaming Mesh Optimization for CAD. | Tian Xia, Eric Shaffer |
| 2008 | PAKDD | A More Topologically Stable Locally Linear Embedding Algorithm Based on R*-Tree. | Tian Xia, Jintao Li, Yongdong Zhang, Sheng Tang |
| 2008 | WACV | A Hierarchical Scheme for Rapid Video Copy Detection. | Xiao Wu, Yongdong Zhang, Sheng Tang, Tian Xia, Jintao Li |
| 2007 | BIBE | Toward a Realistic Model for Gene Network Evolution. | Wenhai Chen, Tianzi Jiang, Tian Xia, Xun Gu |
| 2007 | BIBE | Modeling protein interaction network and mechanisms in exocytosis. | Wen Zhou, Tian Xia, Jiansong Tong, Julie A. Dickerson, Bo Su, Xun Gu |
| 2007 | ICDE | On Multidimensional k-Anonymity with Local Recoding Generalization. | Yang Du, Tian Xia, Yufei Tao, Donghui Zhang, Feng Zhu |
| 2007 | ICDE | Continuous Evaluation of Monochromatic and Bichromatic Reverse Nearest Neighbors. | James M. Kang, Mohamed F. Mokbel, Shashi Shekhar, Tian Xia, Donghui Zhang |
| 2007 | ICIP | Hierarchical Tensor Approximation of Multidimensional Images. | Qing Wu, Tian Xia, Yizhou Yu |
| 2006 | ICDE | Finding Fastest Paths on A Road Network with Speed Patterns. | Evangelos Kanoulas, Yang Du, Tian Xia, Donghui Zhang |
| 2006 | ICDE | Continuous Reverse Nearest Neighbor Monitoring. | Tian Xia, Donghui Zhang |
| 2006 | ISM | Annotating Image Regions Using Spatial Context. | Zhiyong Wang, David Dagan Feng, Zheru Chi, Tian Xia |
| 2006 | SIGMOD | Refreshing the sky: the compressed skycube with efficient support for frequent updates. | Tian Xia, Donghui Zhang |
| 2006 | VLDB | Progressive Computation of the Min-Dist Optimal-Location Query. | Donghui Zhang, Yang Du, Tian Xia, Yufei Tao |
| 2005 | VLDB | On Computing Top-t Most Influential Spatial Sites. | Tian Xia, Donghui Zhang, Evangelos Kanoulas, Yang Du |
| 2004 | ETS | Delay chain based programmable jitter generator. | Tian Xia, Peilin Song, Keith A. Jenkins, Jien-Chung Lo |
| 2004 | ITC | A Novel Scan Chain Diagnostics Technique Based on Light Emission from Leakage Current. | Peilin Song, Franco Stellari, Alan J. Weger, Tian Xia |