Publication
Tianci Liu, Haoyu Wang, Feijie Wu, Hengtong Zhang, Pan Li, Lu Su, Jing Gao*. Towards Poisoning Fair Representations, the 12th International Conference on Learning Representations (ICLR), Austria, May 2024.
Haoyu Wang, Ruirui Li, Zhengyang Wang, Xianfeng Tang, Danqing Zhang, Monica Cheng, Bing Yin, Jasha Droppo, Suhang Wang, Jing Gao*. LightLT: a Lightweight Representation Quantization Framework for Long-tail Data, in Proceedings of the 40th IEEE International Conference on Data Engineering (ICDE 2024), Utrecht, Netherlands, May 2024.
Haoyu Wang, Yaqing Wang, Tianci Liu, Tuo Zhao, Jing Gao*. HadSkip: Homotopic and Adaptive Layer Skipping of Pre-trained Language Models for Efficient Inference, Findings of the 2023 Conference on Empirical Methods in Natural Language Processing (Findings of EMNLP 2023), Singapore, Dec. 2023.
Haoyu Wang, Yaqing Wang, Huaxiu Yao, Jing Gao*. Macedon: Minimizing Representation Coding Rate Reduction for Cross-Lingual Natural Language Understanding, Findings of the 2023 Conference on Empirical Methods in Natural Language Processing (Findings of EMNLP 2023), Singapore, Dec. 2023.
Haoyu Wang, Ruirui Li, Haoming Jiang, Zhengyang Wang, Xianfeng Tang, Bin Bi, Monica Cheng, Bing Yin, Yaqing Wang, Tuo Zhao, Jing Gao*. LightToken: a Task and Model-agnostic Lightweight Token Embedding Framework for Pre-trained Language Models, in Proceedings of the 29th SIGKDD Conference on Knowledge Discovery and Data Mining (KDD 2023), Long Beach, California, United States, Aug. 2023.
Haoyu Wang, Yaqing Wang, Feijie Wu, Hongfei Xue, Jing Gao*. Macular: a Multi-Task Adversarial Framework for Cross-Lingual Natural Language Understanding, in Proceedings of the 29th SIGKDD Conference on Knowledge Discovery and Data Mining (KDD 2023), Long Beach, California, United States, Aug. 2023.
Tianci Liu, Haoyu Wang, Yaqing Wang, Xiaoqian Wang, Lu Su, Jing Gao*. SimFair: A Unified Framework for Fairness-Aware Multi-Label Classification. Thirty-Seventh AAAI Conference on Artificial Intelligence (AAAI 2023). Washington D.C., Feb 2023. (Distinguished Paper Award.)
Hongfei Xue, Qiming Cao, Yan Ju, Haochen Hu, Haoyu Wang, Aidong Zhang, Lu Su. M4esh: mmWave-based 3D Human Mesh Construction for Multiple Subjects, in Proceedings of the 20th ACM Conference on Embedded Networked Sensor System (SenSys 2022).
Haoyu Wang, Handong Zhao, Yaqing Wang, Tong Yu, Jiuxiang Gu, and Jing Gao*. FedKC: Federated Knowledge Composition for Multilingual Natural Language Understanding. The Web Conference (WWW 2022), online, April 2022.
Haoyu Wang, Xuan Wang, Yaqing Wang, Guangxu Xun, Kishlay Jha, and Jing Gao*. InterHG: an Interpretable and Accurate Model for Hypothesis Generation. IEEE International Conference on Bioinformatics and Biomedicine 2021 (IEEE BIBM 2021, short paper), online, Dec. 2021.
Haoyu Wang, Fenglong Ma, Yaqing Wang and Jing Gao*. Knowledge-Guided Paraphrase Identification. Findings of the 2021 Conference on Empirical Methods in Natural Language Processing (Findings of EMNLP 2021), online, Nov. 2021.
Haoyu Wang, Yaqing Wang, Defu Lian, Jing Gao*. A Lightweight Knowledge Graph Embedding Framework for Efficient Inference and Storage. The 30th ACM International Conference on Information and Knowledge Management (CIKM 2021), online, Nov. 2021.
Yaqing Wang, Fenglong Ma, Haoyu Wang, Kishlay Jha, Jing Gao*. Multi-modal Emergent Fake News Detection via Meta Neural Process Networks, in Proceedings of the 27th SIGKDD Conference on Knowledge Discovery and Data Mining (KDD 2021), Singapore, Aug. 2021.
Gangwei Jiang, Hao Wang, Jin Chen, Haoyu Wang, Defu Lian* and Enhong Chen. xLightFM: Extremely Memory-Efficient Factorization Machine. The 44th ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2021), online, Jul. 2021
Haoyu Wang, Hengtong Zhang, Yaqing Wang, Jing Gao*. Fair Classification Under Strict Unawareness. SIAM International Conference on Data Mining (SDM 2021), Alexandria, VA, April 2021.
Defu Lian, Haoyu Wang, Zheng Liu, Jianxun Lian, Enhong Chen and Xing Xie. LightRec: a Memory and Search-Efficient Recommender System. The 28th Web Conference (WWW 2020), Taipei, China, April, 2020. (Oral)[code]
Haoyu Wang, Defu Lian*, Yong Ge. Binarized Collaborative Filtering with Distilling Graph Convolutional Network. The 27th International Joint Conference on Artificial Intelligence (IJCAI 2019), Macao, China, August, 2019. (Oral)
HaoYu Wang, Nan Shao, DeFu Lian*. Adversarial Binary Collaborative Filtering For Implicit Feedback, in Proceeding of the Thirty-Third AAAI Conference on Artificial Intelligence (AAAI 2019), Honolulu, Hawaii, Jan. 2019. (Spotlight)
Yan Zhang, Haoyu Wang, Defu Lian*, Ivor W. Tsang, Hongzhi Yin and Guowu Yang, Discrete Ranking-based Matrix Factorization with Self-Paced Learning, in Proceedings of the Twenty-fourth SIGKDD Conference on Knowledge Discovery and Data Mining (KDD 2018), London, UK, Aug. 2018. (Research track,Oral)