TW
Tianjun Wei
cs.IRcs.AIcs.LGCollaborative filteringcs.CVcs.CYcs.HCcs.MMExplainable recommendationGraph Neural Network
On Valency
published · living versionsW_xyhe3a7w·v1 · currentpublished
From Retrieval to Recognition:Knowledge-Enhanced Post-training of Time Series Foundation Models for Classification
with Zhen Liu, Yucheng Wang, Yingpeng Du, Qianli Ma +3
1 version
W_tt2ta2ef·v1published
Preprints & journals
18 papers in the corpus · 2022–2026Multimodal Decoupling for Diversified Recommendation through Semantic and Structural Shaping2610.26024v1 · Changran He, Jiaming Wei, Jianghong Ma et al.2026 · 0 citationsarXivon Valency
From Retrieval to Recognition:Knowledge-Enhanced Post-training of Time Series Foundation Models for Classification2610.26114v1 · Zhen Liu, Yucheng Wang, Yingpeng Du et al.2026 · 0 citationsarXivon Valency
Beyond a Single Story: Meta-Reviewing Sparse and Incomplete User-generated Contents for Recommendation2608.26728v1 · Hongren Wang, Tianjun Wei, Yingpeng Du et al.2026 · 0 citationsarXiv
PLAN: Parallel Liquid-Inspired Approximation Network for Efficient Representation Learning in Flexible Job Shop Scheduling2608.03041v1 · Dhivya Dharshini Kannan, Wei Zhang, Jieyi Bi et al.2026 · 0 citationsarXiv
Through Their Eyes: Fixation-aligned Tuning for Personalized User Emulation2604.09368v1 · Lingfeng Huang, Huizhong Guo, Tianjun Wei et al.2026 · 0 citationsarXiv
When should I search more: Adaptive Complex Query Optimization with Reinforcement Learning2601.21208v1 · Wei Wen, Sihang Deng, Tianjun Wei et al.2026 · 0 citationsarXiv
Think When Needed: Model-Aware Reasoning Routing for LLM-based Ranking2601.18146v2 · Huizhong Guo, Tianjun Wei, Dongxia Wang et al.2026 · 0 citationsarXiv
MMGRid: Navigating Temporal-aware and Cross-domain Generative Recommendation via Model Merging2601.15930v2 · Tianjun Wei, Enneng Yang, Yingpeng Du et al.2026 · 0 citationsarXiv
Diversity Recommendation via Causal Deconfounding of Co-purchase Relations and Counterfactual Exposure2512.17733v1 · Jingmao Zhang, Zhiting Zhao, Yunqi Lin et al.2025 · 0 citationsarXiv
Mirroring Users: Towards Building Preference-aligned User Simulator with User Feedback in Recommendation2508.18142v3 · Tianjun Wei, Huizhong Guo, Yingpeng Du et al.2025 · 0 citationsarXiv
Diagnostic-Guided Dynamic Profile Optimization for LLM-based User Simulators in Sequential Recommendation2508.12645v5 · Hongyang Liu, Zhu Sun, Tianjun Wei et al.2025 · 0 citationsarXiv
Dual-Phase Playtime-guided Recommendation: Interest Intensity Exploration and Multimodal Random Walks2508.14058v1 · Jingmao Zhang, Zhiting Zhao, Yunqi Lin et al.2025 · 0 citationsarXiv
Reinforcement Speculative Decoding for Fast Ranking2505.20316v1 · Yingpeng Du, Tianjun Wei, Zhu Sun et al.2025 · 0 citationsarXiv
Enhancing New-item Fairness in Dynamic Recommender Systems2504.21362v1 · Huizhong Guo, Zhu Sun, Dongxia Wang et al.2025 · 8 citationsarXiv
Modeling Self-Representation Label Correlations for Textual Aspects and Emojis Recommendation.35552138 · Wei, Tianjun, Chow, Tommy W S, Ma, Jianghong2023 · 6 citationsIEEE transactions on neural networks and learning systems. 2023;34(12):10762-10774
Collaborative Residual Metric Learning2304.07971v1 · Tianjun Wei, Jianghong Ma, Tommy W.S. Chow2023 · 7 citationsarXiv
ExpGCN: Review-aware Graph Convolution Network for explainable recommendation.36343482 · Wei, Tianjun, Chow, Tommy W S, Ma, Jianghong et al.2022 · 52 citationsNeural networks : the official journal of the International Neural Network Society. 2023;157:202-215
Fine-tuning Partition-aware Item Similarities for Efficient and Scalable Recommendation2207.05959v2 · Tianjun Wei, Jianghong Ma, Tommy W. S. Chow2022 · 6 citationsarXiv
Career total: at least 37 works. 18 are in this corpus.
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