| 2026 | NDSS | IoTBec: An Accurate and Efficient Recurring Vulnerability Detection Framework for Black Box IoT devices. | Haoran Yang, Jiaming Guo, Shuangning Yang, Guoli Zhao, Qingqi Liu, Chi Zhang, Zhenlu Tan, Lixiao Shan, Qihang Zhou, Mengting Zhou, Jianwei Tai, Xiaoqi Jia |
| 2026 | NSDI | HydraServe: Minimizing Cold Start Latency for Serverless LLM Serving in Public Clouds. | Chiheng Lou, Sheng Qi, Chao Jin, Dapeng Nie, Haoran Yang, Yu Ding, Xuanzhe Liu, Xin Jin |
| 2026 | WWW | FalconScope: Effective and Efficient Detection of Hidden Web Interfaces in IoT Devices. | Jiaming Guo, Haoran Yang, Kuihao Yan, Jiekang Hu, Xiaoqi Jia, Haichao Du, Qihang Zhou |
| 2026 | WWW | C-HyPOD: Causal Hyperbolic Representation Learning with Prototype Orthogonal Disentanglement for Graph Out-of-Distribution Recommendation. | Jiahao Liang, Yutian Xiao, Haoran Yang, Zhiwen Yu, Jia-Nan Liu, Kaixiang Yang |
| 2025 | AAAI | Focus on Local: Finding Reliable Discriminative Regions for Visual Place Recognition. | Changwei Wang, Shunpeng Chen, Yukun Song, Rongtao Xu, Zherui Zhang, Jiguang Zhang, Haoran Yang, Yu Zhang, Kexue Fu, Shide Du, Zhiwei Xu, Longxiang Gao, Li Guo, Shibiao Xu |
| 2025 | AAAI | Fast Track to Winning Tickets: Repowering One-Shot Pruning for Graph Neural Networks. | Yanwei Yue, Guibin Zhang, Haoran Yang, Dawei Cheng |
| 2025 | CSCWD | Migratability of Adversarial Node Attacks in Graph Neural Networks: A Comprehensive Study. | Guoli Zhao, Haoran Yang, Zhenlu Tan, Kaiyu Xie, Yubo Li, Yun Yang, Hongsong Zhu |
| 2025 | ICCV | TR-PTS: Task-Relevant Parameter and Token Selection for Efficient Tuning. | Siqi Luo, Haoran Yang, Yi Xin, Mingyang Yi, Guangyang Wu, Guangtao Zhai, Xiaohong Liu |
| 2025 | ICCV | Fast Image Super-Resolution via Consistency Rectified Flow. | Jiaqi Xu, Wenbo Li, Haoze Sun, Fan Li, Zhixin Wang, Long Peng, Jingjing Ren, Haoran Yang, Xiaowei Hu, Renjing Pei, Pheng-Ann Heng |
| 2025 | IJCAI | UltraModel: A Modeling Paradigm for Industrial Objects. | Haoran Yang, Yinan Zhang, Qunshan He, Yuqi Ye, Jing Zhao, Wenhai Wang |
| 2025 | MICCAI | Meta-learning-Driven CT Morphology Disentangled Diffusion Model for Multi-region SPECT Attenuation Correction. | Haoran Yang, Jiansong Fan, Lihua Li, Xiang Pan |
| 2025 | NAACL | Stephanie: Step-by-Step Dialogues for Mimicking Human Interactions in Social Conversations. | Hao Yang, Hongyuan Lu, Xinhua Zeng, Yang Liu, Xiang Zhang, Haoran Yang, Yumeng Zhang, Shan Huang, Yiran Wei, Wai Lam |
| 2025 | USENIX | Torpor: GPU-Enabled Serverless Computing for Low-Latency, Resource-Efficient Inference. | Minchen Yu, Ao Wang, Dong Chen, Haoxuan Yu, Xiaonan Luo, Zhuohao Li, Wei Wang, Ruichuan Chen, Dapeng Nie, Haoran Yang, Yu Ding |
| 2024 | COLING | A Frustratingly Simple Decoding Method for Neural Text Generation. | Haoran Yang, Deng Cai, Huayang Li, Wei Bi, Wai Lam, Shuming Shi |
| 2024 | ECCV | COD: Learning Conditional Invariant Representation for Domain Adaptation Regression. | Haoran Yang, Chuan-Xian Ren, You-Wei Luo |
| 2024 | EMNLP | Chain-of-Dictionary Prompting Elicits Translation in Large Language Models. | Hongyuan Lu, Haoran Yang, Haoyang Huang, Dongdong Zhang, Wai Lam, Furu Wei |
| 2024 | EMNLP | A Thorough Examination of Decoding Methods in the Era of LLMs. | Chufan Shi, Haoran Yang, Deng Cai, Zhisong Zhang, Yifan Wang, Yujiu Yang, Wai Lam |
| 2024 | ICANN | DGFormer: A Dynamic Kernel with Gaussian Fusion Transformer for Semantic Image Segmentation. | Haoran Yang, Longyi Tang, Tingting Wu, Binyu Yan |
| 2024 | NAACL | Rephrasing Invokes Better Generations for Large Language Models. | Haoran Yang, Hongyuan Lu, Wai Lam |
| 2024 | NAACL | Exploring Compositional Generalization of Large Language Models. | Haoran Yang, Hongyuan Lu, Wai Lam, Deng Cai |
| 2024 | NAACL | Unveiling the Generalization Power of Fine-Tuned Large Language Models. | Haoran Yang, Yumeng Zhang, Jiaqi Xu, Hongyuan Lu, Pheng-Ann Heng, Wai Lam |
| 2023 | AAAI | On the Effectiveness of Parameter-Efficient Fine-Tuning. | Zihao Fu, Haoran Yang, Anthony Man-Cho So, Wai Lam, Lidong Bing, Nigel Collier |
| 2023 | BMVC | Contrastive Consistent Representation Distillation. | Shipeng Fu, Haoran Yang, Xiaomin Yang |
| 2023 | CCS | PyRTFuzz: Detecting Bugs in Python Runtimes via Two-Level Collaborative Fuzzing. | Wen Li, Haoran Yang, Xiapu Luo, Long Cheng, Haipeng Cai |
| 2023 | DASC | Improvement and Evaluation of VBA-Based Cell Retrieval Algorithms. | Haoran Yang, Xingzhi Chen, Xu Cui, Ruiqiang Ma, Gang Wang |
| 2023 | EACL | Bridging the Gap between Pre-Training and Fine-Tuning for Commonsense Generation. | Haoran Yang, Yan Wang, Piji Li, Wei Bi, Wai Lam, Chen Xu |
| 2023 | ICSE | Demystifying Issues, Challenges, and Solutions for Multilingual Software Development. | Haoran Yang, Weile Lian, Shaowei Wang, Haipeng Cai |
| 2023 | WWW | Generating Counterfactual Hard Negative Samples for Graph Contrastive Learning. | Haoran Yang, Hongxu Chen, Sixiao Zhang, Xiangguo Sun, Qian Li, Xiangyu Zhao, Guandong Xu |
| 2022 | ADMA | Being Automated or Not? Risk Identification of Occupations with Graph Neural Networks. | Dawei Xu, Haoran Yang, Marian-Andrei Rizoiu, Guandong Xu |
| 2022 | CLOUD | Owl: performance-aware scheduling for resource-efficient function-as-a-service cloud. | Huangshi Tian, Suyi Li, Ao Wang, Wei Wang, Tianlong Wu, Haoran Yang |
| 2022 | IJCNN | Stage Evolving Graph Neural Network based Dynamic Recommendation with Life Cycles. | Lin Meng, Haoran Yang, Jiawei Zhang |
| 2022 | MMM | Classroom Attention Estimation Method Based on Mining Facial Landmarks of Students. | Liyan Chen, Haoran Yang, Kunhong Liu |
| 2022 | WWW | Dual Space Graph Contrastive Learning. | Haoran Yang, Hongxu Chen, Shirui Pan, Lin Li, Philip S. Yu, Guandong Xu |
| 2022 | SIGIR | COSPLAY: Concept Set Guided Personalized Dialogue Generation Across Both Party Personas. | Chen Xu, Piji Li, Wei Wang, Haoran Yang, Siyun Wang, Chuangbai Xiao |
| 2021 | ACML | A Two-Stage Training Framework with Feature-Label Matching Mechanism for Learning from Label Proportions. | Haoran Yang, Wanjing Zhang, Wai Lam |
| 2021 | EMNLP | Contrastive Representation Learning for Exemplar-Guided Paraphrase Generation. | Haoran Yang, Wai Lam, Piji Li |
| 2021 | ICDM | Hyper Meta-Path Contrastive Learning for Multi-Behavior Recommendation. | Haoran Yang, Hongxu Chen, Lin Li, Philip S. Yu, Guandong Xu |
| 2021 | RANLP | Sentence Structure and Word Relationship Modeling for Emphasis Selection. | Haoran Yang, Wai Lam |
| 2021 | WISE | Graph Data Mining in Recommender Systems. | Hongxu Chen, Yicong Li, Haoran Yang |
| 2021 | USENIX | FaaSNet: Scalable and Fast Provisioning of Custom Serverless Container Runtimes at Alibaba Cloud Function Compute. | Ao Wang, Shuai Chang, Huangshi Tian, Hongqi Wang, Haoran Yang, Huiba Li, Rui Du, Yue Cheng |
| 2020 | ECAI | A Neural Topical Expansion Framework for Unstructured Persona-Oriented Dialogue Generation. | Minghong Xu, Piji Li, Haoran Yang, Pengjie Ren, Zhaochun Ren, Zhumin Chen, Jun Ma |
| 2020 | ICARCV | Indoor Mobile Localization Based on A Tightly Coupled UWB/INS Integration. | Haoran Yang, Yujin Kuang, Manyi Wang, Xiaoyu Bao, Yuan Yang |