Publications
You can find the full list of my papers on my Google Scholar profile.
Preprints
- Function Calling in Large Language Models: Industrial Practices, Challenges, and Future Directions [arxiv]
- Maolin Wang, Yingyi Zhang, Cunyin Peng, Yicheng Chen, Wei Zhou, Jinjie Gu, Chenyi Zhuang, Ruocheng Guo, Bowen Yu, and WANG, WANYU, et al.
- Learning Counterfactual Outcomes Under Rank Preservation [arxiv]
- arXiv preprint arXiv:2502.06398
- Peng Wu, Haoxuan Li, Chunyuan Zheng, Yan Zeng, Jiawei Chen, Yang Liu, Ruocheng Guo, and Kun Zhang
- Identification and Estimation of Long-Term Treatment Effects with Monotone Missing [arxiv]
- arXiv preprint arXiv:2504.19527
- Qinwei Yang, Ruocheng Guo, Shasha Han, and Peng Wu
- Confidence-aware fine-tuning of sequential recommendation systems via conformal prediction [arxiv]
- arXiv preprint arXiv:2402.08976
- Chen Wang, Fangxin Wang, Ruocheng Guo, Yueqing Liang, and Philip S Yu
- Trustworthy llms: a survey and guideline for evaluating large language models’ alignment [arxiv]
- arXiv preprint arXiv:2308.05374
- Yang Liu, Yuanshun Yao, Jean-Francois Ton, Xiaoying Zhang, Ruocheng Guo, Hao Cheng, Yegor Klochkov, Muhammad Faaiz Taufiq, and Hang Li
- Inference-time Stochastic Ranking with Risk Control [arxiv]
- arXiv preprint arXiv:2306.07188
- Ruocheng Guo, Jean-François Ton, and Yang Liu
Accepted Papers
2025
- Stepwise Reasoning Error Disruption Attack of LLMs [arxiv]
- ACL 2025
- Jingyu Peng, Maolin Wang, Xiangyu Zhao, Kai Zhang, Wanyu Wang, Pengyue Jia, Qidong Liu, Ruocheng Guo, and Qi Liu
- FLUID-MMRec: Stein-Guided Entropic Flow for Multi-Modal Sequential Recommendation [arxiv]
- KDD 2025
- Maolin Wang, Yutian Xiao, Binhao Wang, Sheng Zhang, Shanshan Ye, Wanyu Wang, Hongzhi Yin, Ruocheng Guo, and Zenglin Xu
- Optimal Policy Adaptation under Covariate Shift [arxiv]
- IJCAI 2025
- Xueqing Liu, Qinwei Yang, Zhaoqing Tian, Ruocheng Guo, and Peng Wu
- DANCE: Resource-Efficient Neural Architecture Search with Data-Aware and Continuous Adaptation [arxiv]
- IJCAI 2025
- Maolin Wang, Tianshuo Wei, Sheng Zhang, Ruocheng Guo, Wangyu Wang, Shanshan Ye, Lixin Zou, Xuetao Wei, and Xiangyu Zhao
- STAR-Rec: Making Peace with Length Variance and Pattern Diversity in Sequential Recommendation [arxiv]
- SIGIR 2025
- Maolin Wang, Sheng Zhang, Ruocheng Guo, Wanyu Wang, Xuetao Wei, Zitao Liu, Hongzhi Yin, Yi Chang, and Xiangyu Zhao
2024
- Conformal counterfactual inference under hidden confounding [arxiv]
- KDD 2024
- Zonghao Chen†, Ruocheng Guo†, Jean-François Ton, and Yang Liu
- Learning the Optimal Policy for Balancing Short-Term and Long-Term Rewards [arxiv]
- NeurIPS 2024
- Qinwei Yang, Xueqing Liu, Yan Zeng, Ruocheng Guo, Yang Liu, and Peng Wu
- Fair Classifiers that Abstain without Harm [arxiv]
- ICLR 2024
- Tongxin Yin, Jean-François Ton, Ruocheng Guo, Yuanshun Yao, Mingyan Liu, and Yang Liu
- Large Multimodal Model Compression via Iterative Efficient Pruning and Distillation [arxiv]
- WWW 2024
- Maolin Wang, Yao Zhao, Jiajia Liu, Jingdong Chen, Chenyi Zhuang, Jinjie Gu, Ruocheng Guo, and Xiangyu Zhao
- Tensorized hypergraph neural networks [arxiv]
- SDM 2024
- Maolin Wang, Yaoming Zhen, Yu Pan, Yao Zhao, Chenyi Zhuang, Zenglin Xu, Ruocheng Guo, and Xiangyu Zhao
- DNS-Rec: Data-aware Neural Architecture Search for Recommender Systems [arxiv]
- RecSys 2024
- Sheng Zhang, Maolin Wang, Xiangyu Zhao, Ruocheng Guo, Yao Zhao, Chenyi Zhuang, Jinjie Gu, Zijian Zhang, and Hongzhi Yin
- SMLP4Rec: An Efficient All-MLP Architecture for Sequential Recommendations [arxiv]
- TOIS
- Jingtong Gao, Xiangyu Zhao, Muyang Li, Minghao Zhao, Runze Wu, Ruocheng Guo, Yiding Liu, and Dawei Yin