Wenjie Wang 0007 - researchr alias

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2025

Navigating Large Language Models for Recommendation: From Architecture to Learning Paradigms and DeploymentXinyu Lin 0001, Keqin Bao, Jizhi Zhang, Yang Zhang 0072, Wenjie Wang 0007, Fuli Feng. sigir 2025: 4134-4137 [doi]

Efficient Inference for Large Language Model-based Generative RecommendationXinyu Lin 0001, Chaoqun Yang 0002, Wenjie Wang 0007, Yongqi Li 0001, Cunxiao Du, Fuli Feng, See-Kiong Ng, Tat-Seng Chua. iclr 2025: [doi]

Revolutionizing Text-to-Image Retrieval as Autoregressive Token-to-Voken GenerationYongqi Li 0001, Hongru Cai, Wenjie Wang 0007, Leigang Qu, Yinwei Wei, Wenjie Li 0002, Liqiang Nie, Tat-Seng Chua. sigir 2025: 813-822 [doi]

Order-agnostic Identifier for Large Language Model-based Generative RecommendationXinyu Lin 0001, Haihan Shi, Wenjie Wang 0007, Fuli Feng, Qifan Wang, See-Kiong Ng, Tat-Seng Chua. sigir 2025: 1923-1933 [doi]

Pre-Trained Models for Search and Recommendation: Introduction to the Special Issue - Part 2Wenjie Wang 0007, Zheng Liu 0011, Fuli Feng, Zhicheng Dou, Qingyao Ai, Grace Hui Yang, Defu Lian, Lu Hou 0002, Aixin Sun, Hamed Zamani, Donald Metzler, Maarten de Rijke. tois, 43(5), September 2025. [doi]

Pre-Trained Models for Search and Recommendation: Introduction to the Special Issue - Part 1Wenjie Wang 0007, Zheng Liu 0011, Fuli Feng, Zhicheng Dou, Qingyao Ai, Grace Hui Yang, Defu Lian, Lu Hou, Aixin Sun, Hamed Zamani, Donald Metzler, Maarten de Rijke. tois, 43(2), March 2025. [doi]

Generative Recommendation: Towards Personalized Multimodal Content GenerationWenjie Wang 0007, Xinyu Lin 0001, Fuli Feng, Xiangnan He 0001, Tat-Seng Chua. WWW 2025: 2421-2425 [doi]

Counterfactual Debating with Preset Stances for Hallucination Elimination of LLMsYi Fang 0008, Moxin Li, Wenjie Wang 0007, Lin Hui, Fuli Feng. COLING 2025: 10554-10568 [doi]

Bridging Jensen Gap for Max-Min Group Fairness Optimization in RecommendationChen Xu 0010, Yuxin Li, Wenjie Wang 0007, Liang Pang, Jun Xu 0001, Tat-Seng Chua. iclr 2025: [doi]

Understanding Accuracy-Fairness Trade-offs in Re-ranking through Elasticity in EconomicsChen Xu 0010, Jujia Zhao, Wenjie Wang 0007, Liang Pang, Jun Xu 0001, Tat-Seng Chua, Maarten de Rijke. sigir 2025: 539-548 [doi]

A Bi-Step Grounding Paradigm for Large Language Models in Recommendation SystemsKeqin Bao, Jizhi Zhang, Wenjie Wang 0007, Yang Zhang 0072, Zhengyi Yang 0007, Yanchen Luo, Chong Chen 0001, Fuli Feng, Qi Tian 0001. tors, 3(4), December 2025. [doi]

Customizing In-context Learning for Dynamic Interest Adaption in LLM-based RecommendationKeqin Bao, Ming Yan, Yang Zhang, Jizhi Zhang, Wenjie Wang 0007, Fuli Feng, Xiangnan He 0001. acl 2025: 14278-14291 [doi]

Heterogeneous User Modeling for LLM-based RecommendationHonghui Bao, Wenjie Wang 0007, Xinyu Lin 0001, Fengbin Zhu, Teng Sun, Fuli Feng, Tat-Seng Chua. recsys 2025: 145-154 [doi]

Large Language Models with Multi-faceted Relation Alignment for User Novel Interest DiscoveryShuxian Bi, Wenjie Wang 0007, Moxin Li, Chongming Gao, Fuli Feng. pakdd 2025: 351-363 [doi]

Large Language Models Empowered Personalized Web AgentsHongru Cai, Yongqi Li 0001, Wenjie Wang 0007, Fengbin Zhu, Xiaoyu Shen 0001, Wenjie Li 0002, Tat-Seng Chua. WWW 2025: 198-215 [doi]

CrAM: Credibility-Aware Attention Modification in LLMs for Combating Misinformation in RAGBoyi Deng, Wenjie Wang 0007, Fengbin Zhu, Qifan Wang, Fuli Feng. AAAI 2025: 23760-23768 [doi]

Exact and Efficient Unlearning for Large Language Model-Based RecommendationZhiYu Hu, Yang Zhang 0072, Minghao Xiao, Wenjie Wang 0007, Fuli Feng, Xiangnan He 0001. tkde, 37(10):5866-5877, October 2025. [doi]

Pre-trained Behavioral Model for Malicious User Prediction on Social PlatformMeng Jiang, Wenjie Wang 0007, Shaofeng Hu, Kaishen Ou, Zhenjing Zheng, Fuli Feng. AAAI 2025: 28134-28141 [doi]

HellaSwag-Pro: A Large-Scale Bilingual Benchmark for Evaluating the Robustness of LLMs in Commonsense ReasoningXiaoyuan Li, Moxin Li, Rui Men, Yichang Zhang, Keqin Bao, Wenjie Wang 0007, Fuli Feng, Dayiheng Liu, Junyang Lin. acl 2025: 9038-9072 [doi]

Self-Improvement Towards Pareto Optimality: Mitigating Preference Conflicts in Multi-Objective AlignmentMoxin Li, Yuantao Zhang, Wenjie Wang 0007, Wentao Shi 0002, Zhuo Liu, Fuli Feng, Tat-Seng Chua. acl 2025: 11010-11031 [doi]

Collaboration of Large Language Models and Small Recommendation Models for Device-Cloud RecommendationZheqi Lv, Tianyu Zhan, Wenjie Wang 0007, Xinyu Lin 0001, Shengyu Zhang 0001, Wenqiao Zhang, Jiwei Li 0001, Kun Kuang, Fei Wu 0001. kdd 2025: 962-973 [doi]

Optimize Incompatible Parameters Through Compatibility-aware Knowledge IntegrationZheqi Lv, Keming Ye, Zishu Wei, Qi Tian 0001, Shengyu Zhang 0001, Wenqiao Zhang, Wenjie Wang 0007, Kun Kuang, Tat-Seng Chua, Fei Wu 0001. AAAI 2025: 19233-19241 [doi]

Measuring What Makes You Unique: Difference-Aware User Modeling for Enhancing LLM PersonalizationYilun Qiu, Xiaoyan Zhao 0005, Yang Zhang 0072, Yimeng Bai, Wenjie Wang 0007, Hong Cheng 0001, Fuli Feng, Tat-Seng Chua. acl 2025: 21258-21277 [doi]

STEP: Enhancing Video-LLMs' Compositional Reasoning by Spatio-Temporal Graph-guided Self-TrainingHaiyi Qiu, Minghe Gao, Long Qian, Kaihang Pan, Qifan Yu, Juncheng Li, Wenjie Wang 0007, Siliang Tang, Yueting Zhuang, Tat-Seng Chua. cvpr 2025: 3284-3294 [doi]

SILMM: Self-Improving Large Multimodal Models for Compositional Text-to-Image GenerationLeigang Qu, Haochuan Li, Wenjie Wang 0007, Xiang Liu 0017, Juncheng Li, Liqiang Nie, Tat-Seng Chua. cvpr 2025: 18497-18508 [doi]

TIGeR: Unifying Text-to-Image Generation and Retrieval with Large Multimodal ModelsLeigang Qu, Haochuan Li, Tan Wang, Wenjie Wang 0007, Yongqi Li 0001, Liqiang Nie, Tat-Seng Chua. iclr 2025: [doi]

Self-Calibrated Listwise Reranking with Large Language ModelsRuiyang Ren, Yuhao Wang, Kun Zhou 0002, Wayne Xin Zhao, Wenjie Wang 0007, Jing Liu 0002, Ji-Rong Wen, Tat-Seng Chua. WWW 2025: 3692-3701 [doi]

Tunable LLM-based Proactive Recommendation AgentMingze Wang, Chongming Gao, Wenjie Wang 0007, Yangyang Li, Fuli Feng. acl 2025: 19262-19276 [doi]

Personalized Image Generation with Large Multimodal ModelsYiyan Xu, Wenjie Wang 0007, Yang Zhang 0072, Biao Tang, Peng Yan, Fuli Feng, Xiangnan He 0001. WWW 2025: 264-274 [doi]

Personalized Generation In Large Model Era: A SurveyYiyan Xu, Jinghao Zhang, Alireza Salemi, Xinting Hu, Wenjie Wang 0007, Fuli Feng, Hamed Zamani, Xiangnan He 0001, Tat-Seng Chua. acl 2025: 24607-24649 [doi]

The 3rd Workshop on Personal Intelligence with Generative AIYang Zhang, Wenjie Wang 0007, Xinyu Lin, Fuli Feng, Hongzhi Yin, Wayne Xin Zhao, Lina Yao, Yang Song, Xiangnan He 0001. WWW 2025: 2377-2380 [doi]

Personalized Text Generation with Contrastive Activation SteeringJinghao Zhang, Yuting Liu 0003, Wenjie Wang 0007, Qiang Liu 0006, Shu Wu, Liang Wang 0001, Tat-Seng Chua. acl 2025: 7128-7141 [doi]

Envisioning Recommendations on an LLM-Based Agent PlatformJizhi Zhang, Keqin Bao, Wenjie Wang 0007, Yang Zhang 0072, Wentao Shi 0002, Wanhong Xu, Fuli Feng, Tat-Seng Chua. CACM, 68(05):48-57, May 2025. [doi]

A Federated Framework for LLM-based RecommendationJujia Zhao, Wenjie Wang 0007, Chen Xu 0010, See-Kiong Ng, Tat-Seng Chua. naacl 2025: 2852-2865 [doi]

2024

Distillation Enhanced Generative RetrievalYongqi Li 0001, Zhen Zhang, Wenjie Wang 0007, Liqiang Nie, Wenjie Li 0002, Tat-Seng Chua. acl 2014: 11119-11129 [doi]

Generative Cross-Modal Retrieval: Memorizing Images in Multimodal Language Models for Retrieval and BeyondYongqi Li 0001, Wenjie Wang 0007, Leigang Qu, Liqiang Nie, Wenjie Li 0002, Tat-Seng Chua. acl 2024: 11851-11861 [doi]

Learnable Item Tokenization for Generative RecommendationWenjie Wang 0007, Honghui Bao, Xinyu Lin, Jizhi Zhang, Yongqi Li 0001, Fuli Feng, See-Kiong Ng, Tat-Seng Chua. CIKM 2024: 2400-2409 [doi]

Causal Disentangled Recommendation against User Preference ShiftsWenjie Wang 0007, Xinyu Lin, Liuhui Wang, Fuli Feng, Yunshan Ma, Tat-Seng Chua. tois, 42(1), January 2024. [doi]

A Study of Implicit Ranking Unfairness in Large Language ModelsChen Xu 0010, Wenjie Wang 0007, Yuxin Li, Liang Pang, Jun Xu 0001, Tat-Seng Chua. emnlp 2024: 7957-7970 [doi]

Text-like Encoding of Collaborative Information in Large Language Models for RecommendationYang Zhang 0072, Keqin Bao, Ming Yan, Wenjie Wang 0007, Fuli Feng, Xiangnan He 0001. acl 2024: 9181-9191 [doi]

Treatment Effect Estimation for User Interest Exploration on Recommender SystemsJiaju Chen, Wenjie Wang 0007, Chongming Gao, Peng Wu, Jianxiong Wei, Qingsong Hua. sigir 2024: 1861-1871 [doi]

Causal Inference in Recommender Systems: A Survey and Future DirectionsChen Gao, Yu Zheng 0010, Wenjie Wang 0007, Fuli Feng, Xiangnan He 0001, Yong Li 0008. tois, 42(4), July 2024. [doi]

Evaluating Mathematical Reasoning of Large Language Models: A Focus on Error Identification and CorrectionXiaoyuan Li, Wenjie Wang 0007, Moxin Li, Junrong Guo, Yang Zhang 0072, Fuli Feng. acl 2014: 11316-11360 [doi]

Debiased Recommendation with Noisy FeedbackHaoxuan Li, Chunyuan Zheng, Wenjie Wang 0007, Hao Wang 0049, Fuli Feng, Xiao-Hua Zhou. kdd 2024: 1576-1586 [doi]

Think Twice Before Trusting: Self-Detection for Large Language Models through Comprehensive Answer ReflectionMoxin Li, Wenjie Wang 0007, Fuli Feng, Fengbin Zhu, Qifan Wang, Tat-Seng Chua. emnlp 2024: 11858-11875 [doi]

Bridging Items and Language: A Transition Paradigm for Large Language Model-Based RecommendationXinyu Lin, Wenjie Wang 0007, Yongqi Li 0001, Fuli Feng, See-Kiong Ng, Tat-Seng Chua. kdd 2024: 1816-1826 [doi]

Data-efficient Fine-tuning for LLM-based RecommendationXinyu Lin, Wenjie Wang 0007, Yongqi Li 0001, Shuo Yang, Fuli Feng, Yinwei Wei, Tat-Seng Chua. sigir 2024: 365-374 [doi]

Dynamic Multimodal Fusion via Meta-Learning Towards Micro-Video RecommendationHan Liu, Yinwei Wei, Fan Liu, Wenjie Wang 0007, Liqiang Nie, Tat-Seng Chua. tois, 42(2), March 2024. [doi]

Discriminative Probing and Tuning for Text-to-Image GenerationLeigang Qu, Wenjie Wang 0007, Yongqi Li 0001, Hanwang Zhang, Liqiang Nie, Tat-Seng Chua. cvpr 2024: 7434-7444 [doi]

Lower-Left Partial AUC: An Effective and Efficient Optimization Metric for RecommendationWentao Shi, Chenxu Wang, Fuli Feng, Yang Zhang 0072, Wenjie Wang 0007, Junkang Wu, Xiangnan He 0001. WWW 2024: 3253-3264 [doi]

Causal Intervention for Fairness in Multibehavior RecommendationXi Wang, Wenjie Wang 0007, Fuli Feng, Wenge Rong, Chuantao Yin, Zhang Xiong 0001. tcss, 11(5):6320-6332, October 2024. [doi]

2023

General Debiasing for Multimodal Sentiment AnalysisTeng Sun, Juntong Ni, Wenjie Wang 0007, Liqiang Jing, Yinwei Wei, Liqiang Nie. mm 2023: 5861-5869 [doi]

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