Sunhao Dai

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 22

Top Topics

Causal Inference

Delayed Feedback

Recommender Systems

Top Venues

Publications

Changle Qu, Sunhao Dai, Xiaochi Wei, Hengyi Cai, Shuaiqiang Wang, Dawei Yin, Jun Xu, Ji-Rong Wen
COLT: Towards Completeness-Oriented Tool Retrieval for Large Language Models. CoRR (2024)
Jiakai Tang, Sunhao Dai, Zexu Sun, Xu Chen, Jun Xu, Wenhui Yu, Lantao Hu, Peng Jiang, Han Li
Towards Robust Recommendation via Decision Boundary-aware Graph Contrastive Learning. KDD (2024)
Jiakai Tang, Sunhao Dai, Zexu Sun, Xu Chen, Jun Xu, Wenhui Yu, Lantao Hu, Peng Jiang, Han Li
Towards Robust Recommendation via Decision Boundary-aware Graph Contrastive Learning. CoRR (2024)
Yuqi Zhou, Sunhao Dai, Liang Pang, Gang Wang, Zhenhua Dong, Jun Xu, Ji-Rong Wen
Source Echo Chamber: Exploring the Escalation of Source Bias in User, Data, and Recommender System Feedback Loop. CoRR (2024)
Changshuo Zhang, Sirui Chen, Xiao Zhang, Sunhao Dai, Weijie Yu, Jun Xu
Reinforcing Long-Term Performance in Recommender Systems with User-Oriented Exploration Policy. SIGIR (2024)
Sunhao Dai, Ninglu Shao, Jieming Zhu, Xiao Zhang, Zhenhua Dong, Jun Xu, Quanyu Dai, Ji-Rong Wen
Modeling User Attention in Music Recommendation. ICDE (2024)
Sunhao Dai, Changle Qu, Sirui Chen, Xiao Zhang, Jun Xu
ReCODE: Modeling Repeat Consumption with Neural ODE. CoRR (2024)
Sunhao Dai, Chen Xu, Shicheng Xu, Liang Pang, Zhenhua Dong, Jun Xu
Unifying Bias and Unfairness in Information Retrieval: A Survey of Challenges and Opportunities with Large Language Models. CoRR (2024)
Sunhao Dai, Weihao Liu, Yuqi Zhou, Liang Pang, Rongju Ruan, Gang Wang, Zhenhua Dong, Jun Xu, Ji-Rong Wen
Cocktail: A Comprehensive Information Retrieval Benchmark with LLM-Generated Documents Integration. CoRR (2024)
Sunhao Dai, Yuqi Zhou, Liang Pang, Weihao Liu, Xiaolin Hu, Yong Liu, Xiao Zhang, Gang Wang, Jun Xu
Neural Retrievers are Biased Towards LLM-Generated Content. KDD (2024)
Changle Qu, Sunhao Dai, Xiaochi Wei, Hengyi Cai, Shuaiqiang Wang, Dawei Yin, Jun Xu, Ji-Rong Wen
Tool Learning with Large Language Models: A Survey. CoRR (2024)
Sunhao Dai, Chen Xu, Shicheng Xu, Liang Pang, Zhenhua Dong, Jun Xu
Bias and Unfairness in Information Retrieval Systems: New Challenges in the LLM Era. KDD (2024)
Sunhao Dai, Weihao Liu, Yuqi Zhou, Liang Pang, Rongju Ruan, Gang Wang, Zhenhua Dong, Jun Xu, Ji-Rong Wen
Cocktail: A Comprehensive Information Retrieval Benchmark with LLM-Generated Documents Integration. ACL (Findings) (2024)
Chen Yang, Sunhao Dai, Yupeng Hou, Wayne Xin Zhao, Jun Xu, Yang Song, Hengshu Zhu
Revisiting Reciprocal Recommender Systems: Metrics, Formulation, and Method. KDD (2024)
Changshuo Zhang, Sirui Chen, Xiao Zhang, Sunhao Dai, Weijie Yu, Jun Xu
UOEP: User-Oriented Exploration Policy for Enhancing Long-Term User Experiences in Recommender Systems. CoRR (2024)
Sunhao Dai, Changle Qu, Sirui Chen, Xiao Zhang, Jun Xu
ReCODE: Modeling Repeat Consumption with Neural ODE. SIGIR (2024)
Sunhao Dai, Yuqi Zhou, Liang Pang, Weihao Liu, Xiaolin Hu, Yong Liu, Xiao Zhang, Jun Xu
LLMs may Dominate Information Access: Neural Retrievers are Biased Towards LLM-Generated Texts. CoRR (2023)
Sunhao Dai, Yuqi Zhou, Jun Xu, Ji-Rong Wen
Dually Enhanced Delayed Feedback Modeling for Streaming Conversion Rate Prediction. CIKM (2023)
Sunhao Dai, Ninglu Shao, Haiyuan Zhao, Weijie Yu, Zihua Si, Chen Xu, Zhongxiang Sun, Xiao Zhang, Jun Xu
Uncovering ChatGPT's Capabilities in Recommender Systems. RecSys (2023)
Sunhao Dai, Ninglu Shao, Haiyuan Zhao, Weijie Yu, Zihua Si, Chen Xu, Zhongxiang Sun, Xiao Zhang, Jun Xu
Uncovering ChatGPT's Capabilities in Recommender Systems. CoRR (2023)
Yan Lyu, Sunhao Dai, Peng Wu, Quanyu Dai, Yuhao Deng, Wenjie Hu, Zhenhua Dong, Jun Xu, Shengyu Zhu, Xiao-Hua Zhou
A Semi-Synthetic Dataset Generation Framework for Causal Inference in Recommender Systems. CoRR (2022)
Xiao Zhang, Sunhao Dai, Jun Xu, Zhenhua Dong, Quanyu Dai, Ji-Rong Wen
Counteracting User Attention Bias in Music Streaming Recommendation via Reward Modification. KDD (2022)