| 2026 | ACL | Putting Captions to the Test: Evaluating Video Caption Quality through Multiple-Choice Question Answering. | Zizhen Wang, Bo Feng, Zhengfeng Lai, Shiyu Li, Yang Lu, Meng Cao, Ping Huang, Xiaoming Simon Wang |
| 2026 | ICDE | MDSD: Multi-turn Diverse Synthetic Dialog Generation for Domain Specific Incomplete Requests Understanding. | Xi Li, Xiaoxu Wu, Lijuan Xiao, Tao Liu, Ping Huang, Jiulong Shan Apple |
| 2025 | ICONIP | SDSP: Scalable and Diverse Synthetic Pairwise Text Generation from Web Corpus Using Large Language Model. | Xiaoxu Wu, Xi Li, Wentao Wu, Aleksei Timofeev, Yinfei Yang, Meng Cao, Ping Huang, Si Liu, Jiulong Shan |
| 2025 | IJCNN | SCM-DTI: a substructure-oriented method based on a codebook mechanism to improve drug-target interaction prediction. | Ping Huang, Jing Peng, Yangyi Lu, Yifeng Zhu |
| 2024 | ICDE | BIM: Improving Graph Neural Networks with Balanced Influence Maximization. | Wentao Zhang, Xinyi Gao, Ling Yang, Meng Cao, Ping Huang, Jiulong Shan, Hongzhi Yin, Bin Cui |
| 2024 | ICLR | Efficient ConvBN Blocks for Transfer Learning and Beyond. | Kaichao You, Guo Qin, Anchang Bao, Meng Cao, Ping Huang, Jiulong Shan, Mingsheng Long |
| 2023 | CVPR | DeSTSeg: Segmentation Guided Denoising Student-Teacher for Anomaly Detection. | Xuan Zhang, Shiyu Li, Xi Li, Ping Huang, Jiulong Shan, Ting Chen |
| 2023 | ICLR | RGI: robust GAN-inversion for mask-free image inpainting and unsupervised pixel-wise anomaly detection. | Shancong Mou, Xiaoyi Gu, Meng Cao, Haoping Bai, Ping Huang, Jiulong Shan, Jianjun Shi |
| 2022 | ICLR | Information Gain Propagation: a New Way to Graph Active Learning with Soft Labels. | Wentao Zhang, Yexin Wang, Zhenbang You, Meng Cao, Ping Huang, Jiulong Shan, Zhi Yang, Bin Cui |
| 2021 | ICASSP | Image-Assisted Transformer in Zero-Resource Multi-Modal Translation. | Ping Huang, Shiliang Sun, Hao Yang |
| 2020 | DAC | S-CDA: A Smart Cloud Disk Allocation Approach in Cloud Block Storage System. | Hua Wang, Yang Yang, Ping Huang, Yu Zhang, Ke Zhou, Mengling Tao, Bin Cheng |
| 2020 | DAC | Tier-Scrubbing: An Adaptive and Tiered Disk Scrubbing Scheme with Improved MTTD and Reduced Cost. | Ji Zhang, Yuanzhang Wang, Yangtao Wang, Ke Zhou, Sebastian Schelter, Ping Huang, Bin Cheng, Yongguang Ji |
| 2020 | DATE | A Machine Learning Based Write Policy for SSD Cache in Cloud Block Storage. | Yu Zhang, Ke Zhou, Ping Huang, Hua Wang, Jianying Hu, Yangtao Wang, Yongguang Ji, Bin Cheng |
| 2020 | USENIX | OSCA: An Online-Model Based Cache Allocation Scheme in Cloud Block Storage Systems. | Yu Zhang, Ping Huang, Ke Zhou, Hua Wang, Jianying Hu, Yongguang Ji, Bin Cheng |
| 2020 | USENIX | HDDse: Enabling High-Dimensional Disk State Embedding for Generic Failure Detection System of Heterogeneous Disks in Large Data Centers. | Ji Zhang, Ping Huang, Ke Zhou, Ming Xie, Sebastian Schelter |
| 2019 | DATE | Scrub Unleveling: Achieving High Data Reliability at Low Scrubbing Cost. | Tianming Jiang, Ping Huang, Ke Zhou |
| 2019 | DATE | CARS: A Multi-layer Conflict-Aware Request Scheduler for NVMe SSDs. | Tianming Yang, Ping Huang, Weiying Zhang, Haitao Wu, Longxin Lin |
| 2019 | FAST | GearDB: A GC-free Key-Value Store on HM-SMR Drives with Gear Compaction. | Ting Yao, Jiguang Wan, Ping Huang, Yiwen Zhang, Zhiwen Liu, Changsheng Xie, Xubin He |
| 2019 | ICCD | Lifelong Disk Failure Prediction via GAN-Based Anomaly Detection. | Tianming Jiang, Jiangfeng Zeng, Ke Zhou, Ping Huang, Tianming Yang |
| 2019 | ICCD | RepEC-Duet: Ensure High Reliability and Performance for Deduplicated and Delta-Compressed Storage Systems. | Chunxue Zuo, Fang Wang, Ping Huang, Yuchong Hu, Dan Feng |
| 2019 | ICPADS | An Active Method to Mitigate the Long Latencies for Host-Aware Shingle Magnetic Recording Drives. | Peng Xu, Jiguang Wan, Ping Huang, Bihua Shu, Chenlei Tang, Changsheng Xie |
| 2019 | ICPP | Transfer Learning based Failure Prediction for Minority Disks in Large Data Centers of Heterogeneous Disk Systems. | Ji Zhang, Ke Zhou, Ping Huang, Xubin He, Zhili Xiao, Bin Cheng, Yongguang Ji, Yinhu Wang |
| 2018 | COMPSAC | Towards Modeling Cyber-Physical Systems with SysML/MARTE/pCCSL. | Ping Huang, Kaiqiang Jiang, Chunlin Guan, Dehui Du |
| 2018 | ICCD | LEA: A Lazy Eviction Algorithm for SSD Cache in Cloud Block Storage. | Ke Zhou, Yu Zhang, Ping Huang, Hua Wang, Yongguang Ji, Bin Cheng, Ying Liu |
| 2018 | ICCD | PFCG: Improving the Restore Performance of Package Datasets in Deduplication Systems. | Chunxue Zuo, Fang Wang, Ping Huang, Yuchong Hu, Dan Feng, Yucheng Zhang |
| 2018 | ICPP | Efficient SSD Caching by Avoiding Unnecessary Writes using Machine Learning. | Hua Wang, Xinbo Yi, Ping Huang, Bin Cheng, Ke Zhou |
| 2018 | ICS | Demystifying Cache Policies for Photo Stores at Scale: A Tencent Case Study. | Ke Zhou, Si Sun, Hua Wang, Ping Huang, Xubin He, Rui Lan, Wenyan Li, Wenjie Liu, Tianming Yang |
| 2017 | ICCD | A Shingle-Aware Persistent Cache Management Scheme for DM-SMR Disks. | Tianming Yang, Haitao Wu, Ping Huang, Fei Zhang |
| 2017 | MASCOTS | SELF: A High Performance and Bandwidth Efficient Approach to Exploiting Die-Stacked DRAM as Part of Memory. | Yuhua Guo, Qing Liu, Weijun Xiao, Ping Huang, Norbert Podhorszki, Scott Klasky, Xubin He |
| 2017 | MASCOTS | Toward Managing HPC Burst Buffers Effectively: Draining Strategy to Regulate Bursty I/O Behavior. | Kun Tang, Ping Huang, Xubin He, Tao Lu, Sudharshan S. Vazhkudai, Devesh Tiwari |
| 2017 | VR | Texturing of augmented reality character based on colored drawing. | Hengheng Zhao, Ping Huang, Junfeng Yao |
| 2017 | SIGMETRICS | Characterizing 3D Floating Gate NAND Flash. | Qin Xiong, Fei Wu, Zhonghai Lu, Yue Zhu, You Zhou, Yibing Chu, Changsheng Xie, Ping Huang |
| 2016 | DSN | Power-Capping Aware Checkpointing: On the Interplay Among Power-Capping, Temperature, Reliability, Performance, and Energy. | Kun Tang, Devesh Tiwari, Saurabh Gupta, Ping Huang, Qiqi Lu, Christian Engelmann, Xubin He |
| 2016 | ICPP | ROP: Alleviating Refresh Overheads via Reviving the Memory System in Frozen Cycles. | Ping Huang, Wenjie Liu, Kun Tang, Xubin He, Ke Zhou |
| 2016 | ICPP | CoARC: Co-operative, Aggressive Recovery and Caching for Failures in Erasure Coded Hadoop. | Pradeep Subedi, Ping Huang, Tong Liu, Joseph Moore, Stan Skelton, Xubin He |
| 2016 | ICPP | RMD: A Resemblance and Mergence Based Approach for High Performance Deduplication. | Panfeng Zhang, Ping Huang, Xubin He, Hua Wang, Lingyu Yan, Ke Zhou |
| 2016 | INFOCOM | Successor: Proactive cache warm-up of destination hosts in virtual machine migration contexts. | Tao Lu, Ping Huang, Morgan Stuart, Yuhua Guo, Xubin He, Ming Zhang |
| 2016 | IPCCC | LAMS: A latency-aware memory scheduling policy for modern DRAM systems. | Wenjie Liu, Ping Huang, Tang Kun, Tao Lu, Ke Zhou, Chun-hua Li, Xubin He |
| 2016 | IGARSS | High-resolution 3-D imaging of micromotion targets from RID image series. | Xueru Bai, Yongguo Li, Ping Huang |
| 2016 | MASCOTS | Improve Restore Speed in Deduplication Systems Using Segregated Cache. | Wenjie Liu, Ping Huang, Tao Lu, Xubin He, Hua Wang, Ke Zhou |
| 2016 | SIGMETRICS | CAR: A Compression-Aware Refresh Approach to Improve Memory Performance and Energy Efficiency. | Wenjie Liu, Ping Huang, Kun Tang, Ke Zhou, Xubin He |
| 2016 | SRDS | Achieving High Reliability via Expediting the Repair of Critical Blocks in Replicated Storage Systems. | Juntao Fang, Shenggang Wan, Ping Huang, Xubin He, Changsheng Xie |
| 2015 | CCGRID | Full Integrity and Freshness for Outsourced Storage. | Hao Jin, Hong Jiang, Ke Zhou, Ronglei Wei, Dongliang Lei, Ping Huang |
| 2015 | EuroSys | An efficient page-level FTL to optimize address translation in flash memory. | You Zhou, Fei Wu, Ping Huang, Xubin He, Changsheng Xie, Jian Zhou |
| 2015 | FAW | Lower and Upper Bounds for Random Mimimum Satisfiability Problem. | Ping Huang, Kaile Su |
| 2015 | MASCOTS | Alleviating DRAM Refresh Overhead Via Inter-rank Piggyback Caching. | Yuhua Guo, Ping Huang, Benjamin Young, Tao Lu, Xubin He, Qing Gary Liu |
| 2014 | EuroSys | An aggressive worn-out flash block management scheme to alleviate SSD performance degradation. | Ping Huang, Guanying Wu, Xubin He, Weijun Xiao |
| 2014 | INFOCOM | Meeting service level agreement cost-effectively for video-on-demand applications in the cloud. | Yuhong Zhao, Hong Jiang, Ke Zhou, Zhijie Huang, Ping Huang |
| 2014 | IPCCC | A hybrid erasure-coded ECC scheme to improve performance and reliability of solid state drives. | Pradeep Subedi, Ping Huang, Xubin He, Ming Zhang, Jizhong Han |
| 2014 | USENIX | FlexECC: Partially Relaxing ECC of MLC SSD for Better Cache Performance. | Ping Huang, Pradeep Subedi, Xubin He, Shuang He, Ke Zhou |
| 2014 | SRDS | Exploiting Decoding Computational Locality to Improve the I/O Performance of an XOR-Coded Storage Cluster under Concurrent Failures. | Shiyi Li, Xubin He, Shenggang Wan, Yuhua Guo, Ping Huang, Di Chen, Qiang Cao, Changsheng Xie |
| 2012 | ICASSP | Matched direction beamforming based on signal subspace. | Jie Zhuang, Ping Huang, Wei Huang |
| 2012 | SYSTOR | BVSSD: build built-in versioning flash-based solid state drives. | Ping Huang, Ke Zhou, Hua Wang, Chun-hua Li |
| 2011 | AAAI | Exact Phase Transitions and Approximate Algorithm of #CSP. | Ping Huang, Minghao Yin, Ke Xu |
| 2010 | ICNC | Prediction of absolute humidity of concrete gravity dam based on artificial neural network. | Hui Peng, Ping Huang, Wei Yao |
| 2009 | ICNC | A New Intelligent Algorithm for Designing Digital Filter. | Kangshun Li, Ting Wang, Ping Huang, Wensheng Zhang |
| 2009 | ICNC | A New Best-Worst Ant System with Heuristic Crossover Operator for Solving TSP. | Kangshun Li, Fumei Xu, Ping Huang, Wensheng Zhang |
| 2009 | ISNN | Transmission Network Planning Based on Multi-objective Evolutionary Algorithm of Transportation Theory. | Ping Huang, Yao Zhang, Pengcheng Li, Kangshun Li |