| 2026 | ACL | How Do Answer Tokens Read Reasoning Traces? Self-Reading Patterns in Thinking LLMs for Quantitative Reasoning. | Haoyang Chen, Yi Liu, Jianzhi Shao, Tao Zhang, Chengfu Huo, Wei Hu |
| 2026 | WWW | LSIG: Long Semantic IDs for Generative Recommendation. | Zhao Li, Fengyang Qi, Chuanyu Xu, Tao Zhang, Chengfu Huo, Peng Zhang |
| 2026 | WWW | Aligning Query Rewriting with Human Cognition and Preference in E-Commerce Search. | Ruize Ou, Kai Wang, Jianzhi Shao, Tao Zhang, Chengfu Huo |
| 2026 | WWW | A Reinforcement Learning Based Hyper-Parameter Generation System Guided by LLM-Powered Virtual Users. | Changlin Qiu, Bang Lin, Tao Zhang, Chengfu Huo |
| 2025 | WWW | Pricing Items Based on Their Own History: Transformer-Generated Deep Isotonic Pricing Networks. | Longxiang Zhang, Linlin Yu, Bin Chen, Zhuojun Wang, Chengfu Huo |
| 2025 | SIGIR | GRAIN: Group-Reinforced Adaptive Interaction Network for Cold-Start CTR Prediction in E-commerce Search. | Wei Bao, Hao Chen, Bang Lin, Tao Zhang, Chengfu Huo |
| 2025 | SIGIR | SuperRS: Multi Scenario Reciprocal-Aware Dual MoE for Unified Recommendation-Search Ranking. | Zihan Xia, Chuanyu Xu, Tao Zhang, Chengfu Huo |
| 2024 | ACML | PISDR: Page and Item Sequential Decision for Re-ranking Based on Offline Reinforcement Learning. | Zheng Yuan, Qian Wan, Tao Zhang, Chengfu Huo |
| 2024 | WWW | Knowledge Enhanced Multi-intent Transformer Network for Recommendation. | Ding Zou, Wei Wei, Feida Zhu, Chuanyu Xu, Tao Zhang, Chengfu Huo |
| 2023 | WWW | MPKGAC: Multimodal Product Attribute Completion in E-commerce. | Kai Wang, Jianzhi Shao, Tao Zhang, Qijin Chen, Chengfu Huo |
| 2022 | ACL | Implicit Relation Linking for Question Answering over Knowledge Graph. | Yao Zhao, Jiacheng Huang, Wei Hu, Qijin Chen, Xiaoxia Qiu, Chengfu Huo, Weijun Ren |
| 2022 | WWW | Trustworthy Knowledge Graph Completion Based on Multi-sourced Noisy Data. | Jiacheng Huang, Yao Zhao, Wei Hu, Zhen Ning, Qijin Chen, Xiaoxia Qiu, Chengfu Huo, Weijun Ren |
| 2021 | AAAI | Transformer-Based Language Model Fine-Tuning Methods for COVID-19 Fake News Detection. | Ben Chen, Bin Chen, Dehong Gao, Qijin Chen, Chengfu Huo, Xiaonan Meng, Weijun Ren, Yang Zhou |
| 2021 | AAAI | Traffic Shaping in E-Commercial Search Engine: Multi-Objective Online Welfare Maximization. | Liucheng Sun, Chenwei Weng, Chengfu Huo, Weijun Ren, Guochuan Zhang, Xin Li |
| 2021 | DASFAA | Graph Attention Networks for New Product Sales Forecasting in E-Commerce. | Chuanyu Xu, Xiuchong Wang, Binbin Hu, Da Zhou, Yu Dong, Chengfu Huo, Weijun Ren |
| 2020 | AAAI | Deep Match to Rank Model for Personalized Click-Through Rate Prediction. | Zequn Lyu, Yu Dong, Chengfu Huo, Weijun Ren |
| 2020 | CIKM | Spending Money Wisely: Online Electronic Coupon Allocation based on Real-Time User Intent Detection. | Liangwei Li, Liucheng Sun, Chenwei Weng, Chengfu Huo, Weijun Ren |
| 2019 | WWW | Automatic Generation of Pattern-controlled Product Description in E-commerce. | Tao Zhang, Jin Zhang, Chengfu Huo, Weijun Ren |
| 2010 | ICASSP | An adaptive sparse representation for remote sensing image based on combination of wavelet and adaptive directional filter. | Chengfu Huo, Rong Zhang, Dong Yin |