Hard vs. Noise: Resolving Hard-Noisy Sample Confusion in Recommender Systems via Large Language Models.

Wenshuo Chao Wen-Shuo Chao Tianrui Song Wen-Shuo Chao Hao Liu 0026 Hard vs. Noise: Resolving Hard-Noisy Sample Confusion in Recommender Systems via Large Language Models. 15743-15751 2026 AAAI https://doi.org/10.1609/aaai.v40i18.38605 conf/aaai/2026 db/conf/aaai/aaai2026.html#SongCL26 Fan Liu 0011 Wen-Shuo Chao Naiqiang Tan Hao Liu 0026 Bag of Tricks for Inference-time Computation of LLM Reasoning. 2025 NeurIPS http://papers.nips.cc/paper_files/paper/2025/hash/d3cb4d3573edb4404d39054c04e2b3c1-Abstract-Datasets_and_Benchmarks_Track.html conf/nips/2025 db/conf/nips/neurips2025.html#LiuCTL25

Fan Liu 0011 Wenshuo Chao Naiqiang Tan Hao Liu 0026 Bag of Tricks for Inference-time Computation of LLM Reasoning. 2025 February abs/2502.07191 CoRR https://doi.org/10.48550/arXiv.2502.07191 db/journals/corr/corr2502.html#abs-2502-07191 streams/journals/corr

Tianrui Song Wen-Shuo Chao Hao Liu 0026 Hard vs. Noise: Resolving Hard-Noisy Sample Confusion in Recommender Systems via Large Language Models. 2025 November abs/2511.07295 CoRR https://doi.org/10.48550/arXiv.2511.07295 db/journals/corr/corr2511.html#abs-2511-07295 streams/journals/corr

Wenshuo Chao Zhaopeng Qiu Likang Wu Zhuoning Guo Zhi Zheng 0008 Hengshu Zhu Hao Liu 0026 A Cross-View Hierarchical Graph Learning Hypernetwork for Skill Demand-Supply Joint Prediction. 19813-19822 2024 AAAI https://doi.org/10.1609/aaai.v38i18.29956 conf/aaai/2024 db/conf/aaai/aaai2024.html#ChaoQWGZZL24 Wenshuo Chao Zhi Zheng 0008 Hengshu Zhu Hao Liu 0026 Make Large Language Model a Better Ranker. 918-929 2024 EMNLP (Findings) https://doi.org/10.18653/v1/2024.findings-emnlp.51 https://aclanthology.org/2024.findings-emnlp.51 conf/emnlp/2024f db/conf/emnlp/emnlp2024f.html#Chao0ZL24 Zhi Zheng 0008 Wenshuo Chao Zhaopeng Qiu Hengshu Zhu Hui Xiong 0001 Harnessing Large Language Models for Text-Rich Sequential Recommendation. 3207-3216 2024 WWW https://doi.org/10.1145/3589334.3645358 https://www.wikidata.org/entity/Q130858922 conf/www/2024 db/conf/www/www2024.html#ZhengCQZ024

Zhi Zheng 0008 Wenshuo Chao Zhaopeng Qiu Hengshu Zhu Hui Xiong 0001 Harnessing Large Language Models for Text-Rich Sequential Recommendation. 2024 abs/2403.13325 CoRR https://doi.org/10.48550/arXiv.2403.13325 db/journals/corr/corr2403.html#abs-2403-13325

Wenshuo Chao Zhi Zheng 0008 Hengshu Zhu Hao Liu 0026 Make Large Language Model a Better Ranker. 2024 abs/2403.19181 CoRR https://doi.org/10.48550/arXiv.2403.19181 db/journals/corr/corr2403.html#abs-2403-19181

Tianrui Song Wenshuo Chao Hao Liu 0026 Large Language Model Enhanced Hard Sample Identification for Denoising Recommendation. 2024 abs/2409.10343 CoRR https://doi.org/10.48550/arXiv.2409.10343 db/journals/corr/corr2409.html#abs-2409-10343 streams/journals/corr

Zhuoning Guo Fan Liu 0011 Hao Liu 0026 Zhaopeng Qiu Tianrui Song Naiqiang Tan Likang Wu Hui Xiong 0001 Zhi Zheng 0008 Hengshu Zhu