| 2026 | AAAI | MIRNet: Integrating Constrained Graph-Based Reasoning with Pre-training for Diagnostic Medical Imaging. | Shufeng Kong, Zijie Wang, Nuan Cui, Hao Tang, Yihan Meng, Yuanyuan Wei, Feifan Chen, Yingheng Wang, Zhuo Cai, Yaonan Wang, Yulong Zhang, Yuzheng Li, Zibin Zheng, Caihua Liu, Hao Liang |
| 2026 | AAAI | An Improved Privacy and Utility Analysis of Differentially Private SGD with Bounded Domain and Smooth Losses. | Hao Liang, Wanrong Zhang, Xinlei He, Kaishun Wu, Hong Xing |
| 2026 | AAAI | MoSs: Mixture of Scales for Efficient High-Resolution Autoregressive Image Generation. | Yaoxiu Lian, Hao Liang, Zhihong Gou, Yijia Zhang, Jiaming Xu, Guohao Dai, Ningyi Xu |
| 2026 | ACL | Data-Centric Perspectives on Agentic Retrieval-Augmented Generation: A Survey. | Jingwen Deng, Jihao Huang, Zhen Hao Wong, Hao Liang, Quanqing Xu, Bin Cui, Wentao Zhang |
| 2026 | ACL | LongInsightBench: A Comprehensive Benchmark for Evaluating Omni-Modal Models on Human-Centric Long-Video Understanding. | ZhaoYang Han, Qihan Lin, Hao Liang, Bowen Chen, Zhou Liu, Wentao Zhang |
| 2026 | ACL | MathMixup: Boosting LLM Mathematical Reasoning with Difficulty-Controllable Data Synthesis and Curriculum Learning. | Xuchen Li, Jing Chen, Xuzhao Li, Hao Liang, Xiaohuan Zhou, Taifeng Wang, Wentao Zhang |
| 2026 | ACL | Training Verifier to Assessing Complex Real-World Tool-Use Trajectories. | Linzhuang Sun, Mingyang Chen, Hao Liang, Tianpeng Li, Yijie Zhou, Chenzheng Zhu, Tianyu Guo, Huanyao Zhang, Jingxuan Wei, Bihui Yu, Fan Yang, Wentao Zhang |
| 2026 | ACL | Rethinking Text-to-SQL: Dynamic Multi-turn SQL Interaction for Real-world Database Exploration. | Linzhuang Sun, Tianyu Guo, Hao Liang, Ruitong Liu, Yuying Li, Qifeng Cai, Jingxuan Wei, Yuchen Wu, Bihui Yu, Xiangxiang Zhang, Wentao Zhang, Bin Cui |
| 2026 | ACL | MorphoBench: A Benchmark with Difficulty Adaptive to Model Reasoning. | Xukai Wang, Xuanbo Liu, Mingrui Chen, Haitian Zhong, Xuanlin Yang, Bohan Zeng, Jinbo Hu, Hao Liang, Junbo Niu, Xuchen Li, Ruitao Wu, Ruichuan An, Yang Shi, Liu Liu, Qiang Liu, Zhouchen Lin, Xu-Yao Zhang, Wentao Zhang, Bin Dong |
| 2026 | ACL | AgenticRAGTracer: A Hop-Aware Benchmark for Diagnosing Multi-Step Retrieval Reasoning in Agentic RAG. | Qijie You, Wenkai Yu, Hao Liang, Zhen Hao Wong, Wentao Zhang |
| 2026 | ASPDAC | ROMA: A Read-Only-Memory-based Accelerator for QLoRA-based On-Device LLM. | Wenqiang Wang, Yijia Zhang, Zikai Zhang, Guanting Huo, Hao Liang, Shijie Cao, Ningyi Xu |
| 2026 | ICDE | Text2sql-Flow: a Robust Sql-Aware Data Augmentation Framework for Text-To-Sql. | Qifeng Cai, Hao Liang, Chang Xu, Tao Xie, Wentao Zhang, Bin Cui |
| 2026 | ISIT | MIMO-OFDM-based Aerial ISAC Leveraging Both Downlink and Uplink Pilots. | Hao Liang, Zihao Tao, Zijun Gong, Ying Cui |
| 2026 | ISSAC | An Algorithm for Diagonalizing Matrices of Formal Power Series. | Zihao Dai, Hao Liang, Jingyu Lu, Lihong Zhi |
| 2026 | KDD | Let's Verify Math Questions Step by Step. | Chengyu Shen, Zhen Hao Wong, Runming He, Hao Liang, Meiyi Qiang, Zimo Meng, Zhengyang Zhao, Bohan Zeng, Zhengzhou Zhu, Bin Cui, Wentao Zhang |
| 2026 | WCNC | Secure Transmission Method of OTFS with Low Peak-to-Average Power Ratio Based on Polar Codes. | Xinjin Lu, Ganhua Ye, Huijiong Chen, Hao Liang, Yuxin Shi, Shijun Xie |
| 2026 | WWW | LoVR: A Benchmark for Long Video Retrieval in Multimodal Contexts. | Hao Liang, Qifeng Cai, Zhaoyang Han, Hejun Dong, Meiyi Qiang, Ruichuan An, Quanqing Xu, Bin Cui, Wentao Zhang |
| 2025 | AAAI | Medical MLLM Is Vulnerable: Cross-Modality Jailbreak and Mismatched Attacks on Medical Multimodal Large Language Models. | Xijie Huang, Xinyuan Wang, Hantao Zhang, Yinghao Zhu, Jiawen Xi, Jingkun An, Hao Wang, Hao Liang, Chengwei Pan |
| 2025 | ACL | MM-Verify: Enhancing Multimodal Reasoning with Chain-of-Thought Verification. | Linzhuang Sun, Hao Liang, Jingxuan Wei, Bihui Yu, Tianpeng Li, Fan Yang, Zenan Zhou, Wentao Zhang |
| 2025 | ACL | QAEncoder: Towards Aligned Representation Learning in Question Answering Systems. | Zhengren Wang, Qinhan Yu, Shida Wei, Zhiyu Li, Feiyu Xiong, Xiaoxing Wang, Simin Niu, Hao Liang, Wentao Zhang |
| 2025 | ACL | CFBench: A Comprehensive Constraints-Following Benchmark for LLMs. | Tao Zhang, Chenglin Zhu, Yanjun Shen, Wenjing Luo, Yan Zhang, Hao Liang, Fan Yang, Mingan Lin, Yujing Qiao, Weipeng Chen, Bin Cui, Wentao Zhang, Zenan Zhou |
| 2025 | ICDE | Training Data Distribution Estimation for Optimized Pre-training Data Management. | Hao Liang, Keshi Zhao, Yajie Yang, Bin Cui, Zenan Zhou, Wentao Zhang |
| 2025 | ICDE | PAS: Plug-and-Play Prompt Augmentation System. | Miao Zheng, Hao Liang, Fan Yang, Bin Cui, Zenan Zhou, Wentao Zhang |
| 2025 | ICLR | Facilitating Multi-turn Function Calling for LLMs via Compositional Instruction Tuning. | Mingyang Chen, Haoze Sun, Tianpeng Li, Fan Yang, Hao Liang, Keer Lu, Bin Cui, Wentao Zhang, Zenan Zhou, Weipeng Chen |
| 2025 | IJCNN | Enhancing Neural Fictitious Self-Play for Symmetric Team Games: A Two-Stage Training Framework. | Baofeng Zhang, Hao Liang, Zhijun Zhao, Hui Chang, Yang Gao |
| 2025 | IROS | Task-Oriented Token Pruning for Efficient Object Detection and Segmentation. | Hao Liang, Meina Kan, Shiguang Shan, Xilin Chen |
| 2025 | ICRA | UDSV: Unsupervised Deep Stitching for Tractor-Trailer Surround View. | Leyao Sun, Hao Liang, Zhipeng Dong, Yi Yang, Mengyin Fu |
| 2024 | AISTATS | Regret Bounds for Risk-sensitive Reinforcement Learning with Lipschitz Dynamic Risk Measures. | Hao Liang, Zhiquan Luo |
| 2024 | ECCV | Hybrid Spatial-Spectral Neural Network for Hyperspectral Image Denoising. | Hao Liang, Chengjie Ke, Kun Li |
| 2024 | GLOBECOM | An Adaptive Power Allocation Scheme for Wildfire Emergency Communication Networks. | Chen Kong, Hao Liang |
| 2024 | ICASSP | Robust Beamforming for DFRC Systems in Complex Environments. | Xue Xiong, Hao Liang, Bin Liao |
| 2024 | IROS | DSVT: Dynamic 3D Surround View for Tractor-Trailer Vehicles Based on Real-Time Pose Estimation with Drop Model. | Zhipeng Dong, Mengyin Fu, Hao Liang, Chunhui Zhu, Yi Yang |
| 2024 | IROS | Robust Multi-Camera BEV Perception: An Image-Perceptive Approach to Counter Imprecise Camera Calibration. | Rundong Sun, Mengyin Fu, Hao Liang, Chunhui Zhu, Zhipeng Dong, Yi Yang |
| 2024 | IROS | Large-scale Deployment of Vision-based Tactile Sensors on Multi-fingered Grippers. | Meng Wang, Wanlin Li, Hao Liang, Boren Li, Kaspar Althoefer, Yao Su, Hangxin Liu |
| 2024 | ISSAC | Unlabeled Sensing Using Rank-One Moment Matrix Completion. | Hao Liang, Jingyu Lu, Manolis C. Tsakiris, Lihong Zhi |
| 2024 | WACV | Linking convolutional kernel size to generalization bias in face analysis CNNs. | Hao Liang, Josue Ortega Caro, Vikram Maheshri, Ankit B. Patel, Guha Balakrishnan |
| 2024 | TrustCom | A Cross-Site Scripting Attack Protection Framework Based on Managed Proxy. | Cheng Tang, Qingfeng Wang, Guozhen Cheng, Hao Liang, Jianhua Peng, Meiyue Yang, Wenyan Liu, Ming Liu, Lei Sha |
| 2023 | ASPLOS | RECom: A Compiler Approach to Accelerating Recommendation Model Inference with Massive Embedding Columns. | Zaifeng Pan, Zhen Zheng, Feng Zhang, Ruofan Wu, Hao Liang, Dalin Wang, Xiafei Qiu, Junjie Bai, Wei Lin, Xiaoyong Du |
| 2023 | ECIR | Document-Level Relation Extraction with Distance-Dependent Bias Network and Neighbors Enhanced Loss. | Hao Liang, Qifeng Zhou |
| 2023 | ICASSP | High-Frequency Transformer Network Based on Window Cross-Attention for Pansharpening. | Chengjie Ke, Hao Liang, Duidui Li, Xin Tian |
| 2023 | ICCV | Benchmarking Algorithmic Bias in Face Recognition: An Experimental Approach Using Synthetic Faces and Human Evaluation. | Hao Liang, Pietro Perona, Guha Balakrishnan |
| 2023 | ICML | A Distribution Optimization Framework for Confidence Bounds of Risk Measures. | Hao Liang, Zhi-Quan Luo |
| 2023 | IROS | UVSS: Unified Video Stabilization and Stitching for Surround View of Tractor-Trailer Vehicles. | Chunhui Zhu, Yi Yang, Hao Liang, Zhipeng Dong, Mengyin Fu |
| 2022 | AAAI | RareGAN: Generating Samples for Rare Classes. | Zinan Lin, Hao Liang, Giulia Fanti, Vyas Sekar |
| 2022 | ICASSP | Adaptive Variational Nonlinear Chirp Mode Decomposition. | Hao Liang, Xinghao Ding, Andreas Jakobsson, Xiaotong Tu, Yue Huang |
| 2022 | IROS | Fisheye object detection based on standard image datasets with 24-points regression strategy. | Xi Xu, Yu Gao, Hao Liang, Yi Yang, Mengyin Fu |
| 2021 | FPL | Graph Sampling with Fast Random Walker on HBM-enabled FPGA Accelerators. | Chunyou Su, Hao Liang, Wei Zhang, Kun Zhao, Baole Ai, Wenting Shen, Zeke Wang |
| 2021 | IJCAI | Instance-Aware Coherent Video Style Transfer for Chinese Ink Wash Painting. | Hao Liang, Shuai Yang, Wenjing Wang, Jiaying Liu |
| 2021 | USENIX | XFUSE: An Infrastructure for Running Filesystem Services in User Space. | Qianbo Huai, Windsor Hsu, Jiwei Lu, Hao Liang, Haobo Xu, Wei Chen |
| 2020 | ACL | DTCA: Decision Tree-based Co-Attention Networks for Explainable Claim Verification. | Lianwei Wu, Yuan Rao, Yongqiang Zhao, Hao Liang, Ambreen Nazir |
| 2020 | ICASSP | Overlap Local-SGD: An Algorithmic Approach to Hide Communication Delays in Distributed SGD. | Jianyu Wang, Hao Liang, Gauri Joshi |
| 2020 | INFOCOM | Raptor-like Rateless Spinal Codes using Outer Systematic Polar Codes for Reliable Deep Space Communications. | Hao Liang, Aijun Liu, Xinhai Tong, Chao Gong |
| 2020 | ISVC | Controlled AutoEncoders to Generate Faces from Voices. | Hao Liang, Lulan Yu, Guikang Xu, Bhiksha Raj, Rita Singh |
| 2020 | VTC | Average Reward Reinforcement Learning for Optimal On-route Charging of Electric Buses. | Wenzhuo Chen, Hao Liang |
| 2020 | VTC | Mobile Energy Resource Allocation for Distribution System Resilience Against Earthquakes. | Wenlong Shi, Peng Zhuang, Hao Liang |
| 2019 | FPGA | PAI-FCNN: FPGA Based CNN Inference System. | Lansong Diao, Zhao Jiang, Hao Liang, Chang'an Ye, Kai Chen, Li Ding, Shunli Dou, Meng Sun, Lixue Xia, Jiansong Zhang, Wei Lin |
| 2019 | GLOBECOM | Reinforcement Learning for Smart Charging of Electric Buses in Smart Grid. | Wenzhuo Chen, Peng Zhuang, Hao Liang |
| 2019 | GLOBECOM | A ROOT Approach for Stochastic Energy Management in Electric Bus Transit Center with PV and ESS. | Yuan Liu, Hao Liang |
| 2019 | GLOBECOM | FDI Attacks against Real-Time DLMP in CPS-Based Smart Distribution Systems. | Peng Zhuang, Hao Liang |
| 2019 | IGARSS | Visual Saliency Based Ship Extraction Using Improved Bing. | Yihua Tan, Hao Liang, Zengrong Guan, Airong Sun |
| 2019 | IGARSS | Accuracy of Ssh Measurement by Usv Equipped With Gps -A Comparison with the Gps Buoy. | Wanlin Zhai, Longhao Yan, He Wang, Jiguo Qiao, Hao Liang |
| 2018 | FPL | A Collaborative Framework for FPGA-based CNN Design Modeling and Optimization. | Jiandong Mu, Wei Zhang, Hao Liang, Sharad Sinha |
| 2017 | FCCM | FP-DNN: An Automated Framework for Mapping Deep Neural Networks onto FPGAs with RTL-HLS Hybrid Templates. | Yijin Guan, Hao Liang, Ningyi Xu, Wenqiang Wang, Shaoshuai Shi, Xi Chen, Guangyu Sun, Wei Zhang, Jason Cong |
| 2017 | HPCC | From Densification Power Law to Degree of Separation: A Case Study. | James She, Chen Zhao, Ming Cheung, Hao Liang |
| 2017 | VTC | Whether to Charge or Discharge an Electric Vehicle? An Optimal Approach in Polynomial Time. | Ruilong Deng, Hao Liang |
| 2017 | VTC | Vehicle-to-Grid Frequency Regulation Signal Optimization Based on Inhomogeneous Hidden Markov Model. | Yuan Liu, Hao Liang |
| 2017 | VTC | Cooperative Neural Fitted Learning for Distributed Energy Management in Microgrids via Wireless Networks. | Weirong Liu, Peng Zhuang, Yuan Liu, Hao Liang, Zhiwu Huang, Jun Peng |
| 2017 | VTC | Stochastic Game between Cloud Broker and Cloudlet for Mobile Cloud Computing. | Fenghui Zhang, Yuan Liu, Weirong Liu, Hao Liang, Yi Zang, MaoSheng Fu |
| 2016 | FPL | HeteroSim: A heterogeneous CPU-FPGA simulator. | Liang Feng, Hao Liang, Sharad Sinha, Wei Zhang |
| 2016 | GLOBECOM | Indoor Temperature Control of Cost-Effective Smart Buildings via Real-Time Smart Grid Communications. | Ruilong Deng, Zhaohui Zhang, Ju Ren, Hao Liang |
| 2015 | FPL | Static hardware task placement on multi-context FPGA using hybrid genetic algorithm. | Hao Liang, Sharad Sinha, Rakesh Warrier, Wei Zhang |
| 2015 | FPL | Hierarchical library based power estimator for versatile FPGAs. | Hao Liang, Wei Zhang, Sharad Sinha, Yi-Chung Chen, Hai Li |
| 2015 | MASS | Target Detection Using 3-D Sparse Underwater Senor Array Network. | Hao Liang, Qilian Liang |
| 2014 | CIS | Design of a Masked S-Box for SM4 Based on Composite Field. | Hao Liang, Liji Wu, Xiangmin Zhang, Jiabin Wang |
| 2014 | FPGA | Hierarchical library-based power estimator for versatile FPGAs (abstract only). | Hao Liang, Yi-Chung Chen, Wei Zhang, Hai Li |
| 2014 | GLOBECOM | Joint encryption and compressed sensing in smart grid data transmission. | Juntao Gao, Xiuming Zhang, Hao Liang, Xuemin Sherman Shen |
| 2014 | INFOCOM | Stochastic information management for voltage regulation in smart distribution systems. | Hao Liang, Atef Abdrabou, Weihua Zhuang |
| 2014 | ISCAS | Reconfigurable DSP block design for dynamically reconfigurable architecture. | Rakesh Warrier, Hao Liang, Wei Zhang |
| 2013 | ASPDAC | Thermal simulator of 3D-IC with modeling of anisotropic TSV conductance and microchannel entrance effects. | Hanhua Qian, Hao Liang, Chip-Hong Chang, Wei Zhang, Hao Yu |
| 2013 | GLOBECOM | Towards video packets store-carry-and-forward scheduling in maritime wideband communication. | Tingting Yang, Hao Liang, Nan Cheng, Xuemin Shen |
| 2012 | GLOBECOM | Decentralized inverter control in microgrids based on power sharing information through wireless communications. | Hao Liang, Bong Jun Choi, Weihua Zhuang, Xuemin Shen |
| 2012 | INFOCOM | Cooperative cognitive radio networking using quadrature signaling. | Bin Cao, Lin X. Cai, Hao Liang, Jon W. Mark, Qinyu Zhang, H. Vincent Poor, Weihua Zhuang |
| 2012 | INFOCOM | Towards optimal energy store-carry-and-deliver for PHEVs via V2G system. | Hao Liang, Bong Jun Choi, Weihua Zhuang, Xuemin Shen |
| 2011 | GLOBECOM | Resource Allocation for On-Demand Data Delivery to High-Speed Trains via Trackside Infostations. | Hao Liang, Weihua Zhuang |
| 2010 | GLOBECOM | A Double-Loop Receiver-Initiated Medium Access Control Scheme for Data Dissemination Services with Packet Pre-Downloading. | Hao Liang, Weihua Zhuang |
| 2010 | VTC | DTCoop: Delay Tolerant Cooperative Communications in DTN/WLAN Integrated Networks. | Hao Liang, Weihua Zhuang |
| 2009 | GLOBECOM | Cross-Layer Resource Allocation for Efficient Message Dissemination in Rural Infostation Systems. | Hao Liang, Weihua Zhuang |
| 2007 | WCNC | An Analytical Method for Capacity Dimensioning of WCDMA with High Speed Wireless Link. | Xinsheng Zhao, Jian Qi, Hao Liang, Xiaohu Yu |