| 2026 | ACL | UniCorn: Towards Self-Improving Unified Multimodal Models through Self-Generated Supervision. | Zhen Fang, Ruiyan Han, XinYu Sun, Yuchen Ma, Ziheng Wang, Yu Zeng, Zehui Chen, Lin Chen, Wenxuan Huang, Wei-Jie Xu, Yi Cao, Feng Zhao |
| 2026 | ACL | Evidence-Aligned Entity Verification for Hallucination Detection in Retrieval-Augmented Generation. | Runsong Jia, Zhen Fang, Mengjia Wu, Jie Lu, Yi Zhang |
| 2026 | ACL | Beyond Accuracy: Unveiling Inefficiency Patterns in Tool-Integrated Reasoning. | Qisheng Su, Shiting Huang, Zhen Fang, Ziyan Chen, Zehui Chen, Feng Zhao |
| 2026 | ISKE | Genome-Guided Multimodal Learning for Ischaemic Stroke Risk Prediction. | Yue Yang, Kairui Guo, Zhen Fang, Hua Lin, Mark Grosser, Guangquan Zhang, Jie Lu |
| 2026 | KDD | Debiased Negative Mining Improves Out-of-distribution Detection with Pre-trained Vision-Language Models. | Bo Peng, Jie Lu, Guangquan Zhang, Zhen Fang |
| 2026 | SIGIR | Partial Label Learning-Inspired Denoising Implicit Feedback for Recommendation. | Huilin Chen, Jie Lu, Kezhi Lu, Zhen Fang, Guangquan Zhang |
| 2025 | CVPR | NLPrompt: Noise-Label Prompt Learning for Vision-Language Models. | Bikang Pan, Qun Li, Xiaoying Tang, Wei Huang, Zhen Fang, Feng Liu, Jingya Wang, Jingyi Yu, Ye Shi |
| 2025 | EMNLP | CRITICTOOL: Evaluating Self-Critique Capabilities of Large Language Models in Tool-Calling Error Scenarios. | Shiting Huang, Zhen Fang, Zehui Chen, Siyu Yuan, Junjie Ye, Yu Zeng, Lin Chen, Qi Mao, Feng Zhao |
| 2025 | ICCV | On the Provable Importance of Gradients for Autonomous Language-Assisted Image Clustering. | Bo Peng, Jie Lu, Guangquan Zhang, Zhen Fang |
| 2025 | ICDE | Characterizing Submanifold Region for Out-of-Distribution Detection: (Extended Abstract). | Xuhui Li, Zhen Fang, Yonggang Zhang, Ning Ma, Jiajun Bu, Bo Han, Haishuai Wang |
| 2025 | ICLR | Deep Kernel Relative Test for Machine-generated Text Detection. | Yiliao Song, Zhenqiao Yuan, Shuhai Zhang, Zhen Fang, Jun Yu, Feng Liu |
| 2025 | ICLR | Release the Powers of Prompt Tuning: Cross-Modality Prompt Transfer. | Ningyuan Zhang, Jie Lu, Keqiuyin Li, Zhen Fang, Guangquan Zhang |
| 2025 | ICML | Understanding Multimodal LLMs Under Distribution Shifts: An Information-Theoretic Approach. | Changdae Oh, Zhen Fang, Shawn Im, Xuefeng Du, Yixuan Li |
| 2025 | KDD | Distributional Prototype Learning for Out-of-distribution Detection. | Bo Peng, Jie Lu, Yonggang Zhang, Guangquan Zhang, Zhen Fang |
| 2025 | TrustCom | A Blockchain-Based Spectrum Allocation Scheme Based on Beneficial Consensus Mechanism. | Peiliang Zuo, Yuexiang Wang, Zhen Fang, Xuegang Wang |
| 2024 | ICLR | How Does Unlabeled Data Provably Help Out-of-Distribution Detection? | Xuefeng Du, Zhen Fang, Ilias Diakonikolas, Yixuan Li |
| 2024 | ICLR | Negative Label Guided OOD Detection with Pretrained Vision-Language Models. | Xue Jiang, Feng Liu, Zhen Fang, Hong Chen, Tongliang Liu, Feng Zheng, Bo Han |
| 2024 | ICLR | Out-of-Distribution Detection with Negative Prompts. | Jun Nie, Yonggang Zhang, Zhen Fang, Tongliang Liu, Bo Han, Xinmei Tian |
| 2024 | ICLR | ConjNorm: Tractable Density Estimation for Out-of-Distribution Detection. | Bo Peng, Yadan Luo, Yonggang Zhang, Yixuan Li, Zhen Fang |
| 2024 | ICLR | NoiseDiffusion: Correcting Noise for Image Interpolation with Diffusion Models beyond Spherical Linear Interpolation. | Pengfei Zheng, Yonggang Zhang, Zhen Fang, Tongliang Liu, Defu Lian, Bo Han |
| 2024 | ICML | Knowledge Distillation with Auxiliary Variable. | Bo Peng, Zhen Fang, Guangquan Zhang, Jie Lu |
| 2024 | IJCNN | CLIP-Enhanced Unsupervised Domain Adaptation with Consistency Regularization. | Kuo Shi, Jie Lu, Zhen Fang, Guangquan Zhang |
| 2024 | IJCNN | Prompt-Based Memory Bank for Continual Test-Time Domain Adaptation in Vision-Language Models. | Ran Wang, Hua Zuo, Zhen Fang, Jie Lu |
| 2023 | EMNLP | Continual Named Entity Recognition without Catastrophic Forgetting. | Duzhen Zhang, Wei Cong, Jiahua Dong, Yahan Yu, Xiuyi Chen, Yonggang Zhang, Zhen Fang |
| 2023 | ICCV | Kecor: Kernel Coding Rate Maximization for Active 3D Object Detection. | Yadan Luo, Zhuoxiao Chen, Zhen Fang, Zheng Zhang, Mahsa Baktashmotlagh, Zi Huang |
| 2023 | ICCV | Meta OOD Learning For Continuously Adaptive OOD Detection. | Xinheng Wu, Jie Lu, Zhen Fang, Guangquan Zhang |
| 2023 | BSN | Non-Contact Cardio-Pulmonary Resuscitation Compression Action Quality Monitoring Based on Depth Camera. | Fanglin Geng, Hao Zhang, Yicheng Yao, Pan Xia, Peng Wang, Xianxiang Chen, Zhenfeng Li, Lidong Du, Zhen Fang |
| 2023 | BSN | Evaluation of Carotid Artery Blood Pressure Waveform Using a Wearable Ultrasound Patch. | Lirui Xu, Yicheng Yao, Pan Xia, Hao Zhang, Lidong Du, Zhenfeng Li, Zhen Fang |
| 2023 | BSN | Highly Generalized Sleep Posture Recognition Using FMCW Radar. | Yicheng Yao, Lirui Xu, Pan Xia, Hao Zhang, Lidong Du, Xianxiang Chen, Zhen Fang |
| 2023 | ICML | Moderately Distributional Exploration for Domain Generalization. | Rui Dai, Yonggang Zhang, Zhen Fang, Bo Han, Xinmei Tian |
| 2023 | ICML | Detecting Out-of-distribution Data through In-distribution Class Prior. | Xue Jiang, Feng Liu, Zhen Fang, Hong Chen, Tongliang Liu, Feng Zheng, Bo Han |
| 2023 | IJCNN | One-step Domain Adaptation Approach with Partial Label. | Guohang Zeng, Zhen Fang, Guangquan Zhang, Jie Lu |
| 2022 | CVPR | Federated Class-Incremental Learning. | Jiahua Dong, Lixu Wang, Zhen Fang, Gan Sun, Shichao Xu, Xiao Wang, Qi Zhu |
| 2022 | WSDM | An Adaptive Unified Allocation Framework for Guaranteed Display Advertising. | Xiao Cheng, Chuanren Liu, Liang Dai, Peng Zhang, Zhen Fang, Zhonglin Zu |
| 2021 | AAAI | How Does the Combined Risk Affect the Performance of Unsupervised Domain Adaptation Approaches? | Zhong Li, Zhen Fang, Feng Liu, Jie Lu, Bo Yuan, Guangquan Zhang |
| 2021 | ICML | Learning Bounds for Open-Set Learning. | Zhen Fang, Jie Lu, Anjin Liu, Feng Liu, Guangquan Zhang |
| 2020 | IJCAI | Clarinet: A One-step Approach Towards Budget-friendly Unsupervised Domain Adaptation. | Yiyang Zhang, Feng Liu, Zhen Fang, Bo Yuan, Guangquan Zhang, Jie Lu |
| 2019 | ICDM | Large-Scale Personalized Delivery for Guaranteed Display Advertising with Real-Time Pacing. | Zhen Fang, Yang Li, Chuanren Liu, Wenxiang Zhu, Yu Zheng, Wenjun Zhou |
| 2019 | IJCNN | Unsupervised Domain Adaptation with Sphere Retracting Transformation. | Zhen Fang, Jie Lu, Feng Liu, Guangquan Zhang |
| 2018 | COMPSAC | Emotion Recognition Based on Photoplethysmogram and Electroencephalogram. | Zhongkai Tong, Xianxiang Chen, Zhengling He, Kai Tong, Zhen Fang, Xianlong Wang |
| 2017 | HealthCom | Multi-parameter health monitoring watch. | Lipeng Fang, Xianxiang Chen, Zhen Fang, Kai Tong, Jiankang Liu, Zhengling He, Junxia Li |
| 2017 | HealthCom | Cuff-less blood pressure estimation using Kalman filter on android platform. | Zhengling He, Xianxiang Chen, Zhen Fang, Minfang Tang, Junxia Li, Shanhong Xia |
| 2017 | HealthCom | ICU mortality prediction using modified cost-sensitive PCA and chaos PSO. | Jiankang Liu, Xianxiang Chen, Zhen Fang, Kai Tong, Lipeng Fang, Junxia Li |
| 2017 | HealthCom | The design of wearable sleep apnea monitoring wrist watch. | Tingyu Sheng, Zhen Fang, Xianxiang Chen, Zhan Zhao, Junxia Li |
| 2016 | COMPSAC | A Heart Rate Variability Analysis System Based on LeanCloud and Echarts. | Yang Zheng, Xianxiang Chen, Zhen Fang, Shanhong Xia |
| 2016 | ISI | Exploring key hackers and cybersecurity threats in Chinese hacker communities. | Zhen Fang, Xinyi Zhao, Qiang Wei, Guoqing Chen, Yong Zhang, Chunxiao Xing, Weifeng Li, Hsinchun Chen |
| 2014 | COMPSAC | Noninvasive Ambulatory Monitoring of the Electric and Mechanical Function of Heart with a Multifunction Wearable Sensor. | Xianxiang Chen, Xinyu Hu, Ren Ren, Bing Zhou, Xiao Tan, Jiabai Xie, Zhen Fang, Yangmin Qian, Huaiyong Li, Lili Tian, Shanhong Xia |
| 2014 | COMPSAC | A ZigBee Based Multi-hop Health Monitoring System: Design and Performance Evaluation. | Fangmin Sun, Zhen Fang, Zhan Zhao, Lidong Du, Zhihong Xu, Diliang Chen, Yangmin Qian, H. Y. Hui, Lili Tian |
| 2013 | HealthCom | A Bluetooth low energy approach for monitoring electrocardiography and respiration. | Bing Zhou, Xianxiang Chen, Xinyu Hu, Ren Ren, Xiao Tan, Zhen Fang, Shanhong Xia |
| 2012 | EuroPar | Exploiting Semantics of Virtual Memory to Improve the Efficiency of the On-Chip Memory System. | Bin Li, Zhen Fang, Li Zhao, Xiaowei Jiang, Lin Li, Andrew Herdrich, Ravishankar R. Iyer, Srihari Makineni |
| 2012 | HealthCom | A wireless noncontact ECG detection system based on capacitive coupling. | Xianxiang Chen, Yuansheng Lv, Ren Ren, Zhen Fang, Shanhong Xia, Huaiyong Li, Lili Tian |
| 2012 | HealthCom | The 3AHcare node: Health monitoring continuously. | Zhen Fang, Zhan Zhao, Fangmin Sun, Xianxiang Chen, Lidong Du, Huaiyong Li, Lili Tian |
| 2012 | ISLPED | Reducing L1 caches power by exploiting software semantics. | Zhen Fang, Li Zhao, Xiaowei Jiang, Shih-Lien Lu, Ravi R. Iyer, Tong Li, Seung Eun Lee |
| 2012 | MICRO | Leveraging Heterogeneity in DRAM Main Memories to Accelerate Critical Word Access. | Niladrish Chatterjee, Manjunath Shevgoor, Rajeev Balasubramonian, Al Davis, Zhen Fang, Ramesh Illikkal, Ravi R. Iyer |
| 2011 | ASPDAC | Template-based memory access engine for accelerators in SoCs. | Bin Li, Zhen Fang, Ravi R. Iyer |
| 2011 | DAC | Buffer-integrated-Cache: a cost-effective SRAM architecture for handheld and embedded platforms. | Carlos Flores Fajardo, Zhen Fang, Ravi R. Iyer, German Fabila Garcia, Seung Eun Lee, Li Zhao |
| 2011 | HPCA | ACCESS: Smart scheduling for asymmetric cache CMPs. | Xiaowei Jiang, Asit K. Mishra, Li Zhao, Ravishankar R. Iyer, Zhen Fang, Sadagopan Srinivasan, Srihari Makineni, Paul Brett, Chita R. Das |
| 2011 | ICS | Cost-effectively offering private buffers in SoCs and CMPs. | Zhen Fang, Li Zhao, Ravishankar R. Iyer, Carlos Flores Fajardo, German Fabila Garcia, Seung Eun Lee, Bin Li, Steve R. King, Xiaowei Jiang, Srihari Makineni |
| 2009 | ICCD | Using checksum to reduce power consumption of display systems for low-motion content. | Kyungtae Han, Zhen Fang, Paul Diefenbaugh, Richard Forand, Ravi R. Iyer, Donald Newell |
| 2009 | ICCD | Accelerating mobile augmented reality on a handheld platform. | Seung Eun Lee, Yong Zhang, Zhen Fang, Sadagopan Srinivasan, Ravi Iyer, Donald Newell |
| 2007 | ICS | Active memory operations. | Zhen Fang, Lixin Zhang, John B. Carter, Ali Ibrahim, Michael A. Parker |
| 2003 | CASES | A low-power accelerator for the SPHINX 3 speech recognition system. | Binu K. Mathew, Al Davis, Zhen Fang |
| 2003 | ISPASS | An MPEG-4 performance study for non-SIMD, general purpose architectures. | Sally A. McKee, Zhen Fang, Mateo Valero |
| 2001 | HPCA | Reevaluating Online Superpage Promotion with Hardware Support. | Zhen Fang, Lixin Zhang, John B. Carter, Wilson C. Hsieh, Sally A. McKee |
| 2000 | SIGMETRICS | Online superpage promotion revisited (poster). | Zhen Fang, Lixin Zhang, John B. Carter, Sally A. McKee, Wilson C. Hsieh |