XW
Xiang Wang
cs.LGcs.IRcs.AIcs.CVcs.CLstat.MLcs.CRcs.MMcs.SIAlgorithms
On Valency
published · living versionsW_bq8xe7sh·v1 · currentpublished
Decision-Native Recommendation with Large Language Models
with Daoxuan Liu, Jiayi Liao, Jiancan Wu, An Zhang +1
1 version
W_a9r7rqp5·v1published
Preprints & journals
132 papers in the corpus · 2012–2026Out-of-Distribution-Resistant Evaluations for Explanations of Graph Neural Networks.41678478 · Fang, Junfeng, Wu, Hao, Zhang, An et al.2026 · 0 citationsIEEE transactions on pattern analysis and machine intelligence. 2026;48(7):7321-7339
The Pitfall of Scaling Up: Uncovering and Mitigating Popularity Bias Amplification in Scaling Transformer-based Recommenders2606.21911v1 · Weiqin Yang, Yue Pan, Chongming Gao et al.2026 · 0 citationsarXiv
Dynamic Spectral Denoising with Global-Context Attention for Multi-Behavior Recommendation2606.02417v1 · Miaomiao Cai, Yunshan Ma, Fangqi Zhu et al.2026 · 0 citationsProceedings of the 32nd ACM SIGKDD Conference on Knowledge Discovery and Data Mining V.2 (KDD '26), August 09--13, 2026, Jeju Island, Republic of Korea
SepSeq: A Training-Free Framework for Long Numerical Sequence Processing in LLMs2604.07737v1 · Jie Sun, Yu Liu, Lu Han et al.2026 · 0 citationsarXiv
Reasoning over Semantic IDs Enhances Generative Recommendation2603.23183v2 · Yingzhi He, Yan Sun, Junfei Tan et al.2026 · 0 citationsarXiv
When to Memorize and When to Stop: Gated Recurrent Memory for Long-Context Reasoning2602.10560v1 · Leheng Sheng, Yongtao Zhang, Wenchang Ma et al.2026 · 0 citationsarXiv
Reinforcing Chain-of-Thought Reasoning with Self-Evolving Rubrics2602.10885v1 · Leheng Sheng, Wenchang Ma, Ruixin Hong et al.2026 · 0 citationsarXiv
Chronos: Learning Temporal Dynamics of Reasoning Chains for Test-Time Scaling2602.01208v1 · Kai Zhang, Jiayi Liao, Chengpeng Li et al.2026 · 0 citationsarXiv
Transformer-Empowered Invariant Grounding for Video Question Answering.37556333 · Li, Yicong, Wang, Xiang, Xiao, Junbin et al.2025 · 13 citationsIEEE transactions on pattern analysis and machine intelligence. 2025;47(11):9510-9522
3D-GSRD: 3D Molecular Graph Auto-Encoder with Selective Re-mask Decoding2510.16780v2 · Chang Wu, Zhiyuan Liu, Wen Shu et al.2025 · 0 citationsarXiv
A Clustering Validity Index With Multi-Granularity Fusion for Multiple Fuzzy Clustering Algorithms.40478708 · Tang, Yiming, Li, Bing, Pedrycz, Witold et al.2025 · 8 citationsIEEE transactions on pattern analysis and machine intelligence. 2025;47(10):8379-8396
Quantile Advantage Estimation: Stabilizing RLVR for LLM Reasoning2509.22611v2 · Junkang Wu, Kexin Huang, Jiancan Wu et al.2025 · 0 citationsarXiv
Enhancing Temporal Sensitivity of Large Language Model for Recommendation with Counterfactual Tuning2507.03047v2 · Yutian Liu, Zhengyi Yang, Jiancan Wu et al.2025 · 0 citationsarXiv
MM-AttacKG: A Multimodal Approach to Attack Graph Construction with Large Language Models2506.16968v1 · Yongheng Zhang, Xinyun Zhao, Yunshan Ma et al.2025 · 3 citationsarXiv
AlphaSteer: Learning Refusal Steering with Principled Null-Space Constraint2506.07022v2 · Leheng Sheng, Changshuo Shen, Weixiang Zhao et al.2025 · 1 citationarXiv
Robust Preference Optimization via Dynamic Target Margins2506.03690v2 · Jie Sun, Junkang Wu, Jiancan Wu et al.2025 · 1 citationarXiv
Addressing Missing Data Issue for Diffusion-based Recommendation2505.12283v1 · Wenyu Mao, Zhengyi Yang, Jiancan Wu et al.2025 · 2 citationsarXiv
Search and Refine During Think: Facilitating Knowledge Refinement for Improved Retrieval-Augmented Reasoning2505.11277v5 · Yaorui Shi, Sihang Li, Chang Wu et al.2025 · 3 citationsarXiv
AlphaFuse: Learn ID Embeddings for Sequential Recommendation in Null Space of Language Embeddings2504.19218v2 · Guoqing Hu, An Zhang, Shuo Liu et al.2025 · 11 citationsarXiv
Dynamic prediction of carbon prices based on the multi-frequency combined model.40567657 · Duan, Yonghui, Fan, Yingying, Wang, Xiang et al.2025 · 1 citationPeerJ. Computer science. 2025;11:e2827
Taming Consistency Distillation for Accelerated Human Image Animation2504.11143v1 · Xiang Wang, Shiwei Zhang, Hangjie Yuan et al.2025 · 0 citationsarXiv
Language-Enhanced Representation Learning for Single-Cell Transcriptomics2503.09427v4 · Yaorui Shi, Jiaqi Yang, Changhao Nai et al.2025 · 0 citationsarXiv
ACE: Concept Editing in Diffusion Models without Performance Degradation2503.08116v1 · Ruipeng Wang, Junfeng Fang, Jiaqi Li et al.2025 · 0 citationsarXiv
NExT-Mol: 3D Diffusion Meets 1D Language Modeling for 3D Molecule Generation2502.12638v2 · Zhiyuan Liu, Yanchen Luo, Han Huang et al.2025 · 2 citationsarXiv
AnyEdit: Edit Any Knowledge Encoded in Language Models2502.05628v3 · Houcheng Jiang, Junfeng Fang, Ningyu Zhang et al.2025 · 0 citationsarXiv
Multi-Grained Patch Training for Efficient LLM-based Recommendation2501.15087v2 · Jiayi Liao, Ruobing Xie, Sihang Li et al.2025 · 3 citationsarXiv
A Unified Invariant Learning Framework for Graph Classification2501.12595v1 · Yongduo Sui, Jie Sun, Shuyao Wang et al.2025 · 3 citationsarXiv
Position-aware Graph Transformer for Recommendation2412.18731v1 · Jiajia Chen, Jiancan Wu, Jiawei Chen et al.2024 · 3 citationsarXiv
Precise, Fast, and Low-cost Concept Erasure in Value Space: Orthogonal Complement Matters2412.06143v2 · Yuan Wang, Ouxiang Li, Tingting Mu et al.2024 · 11 citationsarXiv
Holmes-VAU: Towards Long-term Video Anomaly Understanding at Any Granularity2412.06171v2 · Huaxin Zhang, Xiaohao Xu, Xiang Wang et al.2024 · 37 citationsarXiv
Loss tolerance quantum key distribution based on the signal extraction model and advantage distillation technology.39573459 · Lu, Yi-Fei, Jiang, Mu-Sheng, Wang, Yang et al.2024 · 0 citationsOptics express. 2024;32(23):41511-41523
Generate and Instantiate What You Prefer: Text-Guided Diffusion for Sequential Recommendation2410.13428v3 · Guoqing Hu, Zhengyi Yang, Zhibo Cai et al.2024 · 0 citationsarXiv
DiffGAD: A Diffusion-based Unsupervised Graph Anomaly Detector2410.06549v2 · Jinghan Li, Yuan Gao, Jinda Lu et al.2024 · 2 citationsarXiv
Text-guided Diffusion Model for 3D Molecule Generation2410.03803v1 · Yanchen Luo, Junfeng Fang, Sihang Li et al.2024 · 0 citationsarXiv
Text-guided small molecule generation via diffusion model.39759073 · Luo, Yanchen, Fang, Junfeng, Li, Sihang et al.2025 · 6 citationsiScience. 2024;27(11):110992
Invariant Graph Learning Meets Information Bottleneck for Out-of-Distribution Generalization2408.01697v2 · Wenyu Mao, Jiancan Wu, Haoyang Liu et al.2024 · 5 citationsarXiv
Reinforced Prompt Personalization for Recommendation with Large Language Models2407.17115v2 · Wenyu Mao, Jiancan Wu, Weijian Chen et al.2024 · 16 citationsarXiv
-DPO: Direct Preference Optimization with Dynamic 2407.08639v2 · Junkang Wu, Yuexiang Xie, Zhengyi Yang et al.2024 · 12 citationsarXiv
Disentangling Masked Autoencoders for Unsupervised Domain Generalization2407.07544v1 · An Zhang, Han Wang, Xiang Wang et al.2024 · 3 citationsarXiv
Towards Robust Alignment of Language Models: Distributionally Robustifying Direct Preference Optimization2407.07880v2 · Junkang Wu, Yuexiang Xie, Zhengyi Yang et al.2024 · 0 citationsarXiv
Holmes-VAD: Towards Unbiased and Explainable Video Anomaly Detection via Multi-modal LLM2406.12235v2 · Huaxin Zhang, Xiaohao Xu, Xiang Wang et al.2024 · 4 citationsarXiv
On Softmax Direct Preference Optimization for Recommendation2406.09215v3 · Yuxin Chen, Junfei Tan, An Zhang et al.2024 · 27 citationsarXiv
Hello Again! LLM-powered Personalized Agent for Long-term Dialogue2406.05925v2 · Hao Li, Chenghao Yang, An Zhang et al.2024 · 23 citationsarXiv
Strategies for improving the superconductivity of hydrides under high pressure.38754446 · Liu, Pengye, Wang, Chang, Zhang, Daoyuan et al.2025 · 9 citationsJournal of physics. Condensed matter : an Institute of Physics journal. 2024;36(35)
Let Me Do It For You: Towards LLM Empowered Recommendation via Tool Learning2405.15114v1 · Yuyue Zhao, Jiancan Wu, Xiang Wang et al.2024 · 43 citationsarXiv
CIRP: Cross-Item Relational Pre-training for Multimodal Product Bundling2404.01735v1 · Yunshan Ma, Yingzhi He, Wenjun Zhong et al.2024 · 2 citationsarXiv
Learning to Double-Check Model Prediction From a Causal Perspective.37053061 · Deng, Xun, Feng, Fuli, Wang, Xiang et al.2024 · 3 citationsIEEE transactions on neural networks and learning systems. 2024;35(4):5054-5063
GlanceVAD: Exploring Glance Supervision for Label-efficient Video Anomaly Detection2403.06154v2 · Huaxin Zhang, Xiang Wang, Xiaohao Xu et al.2024 · 5 citationsarXiv
General Debiasing for Graph-based Collaborative Filtering via Adversarial Graph Dropout2402.13769v1 · An Zhang, Wenchang Ma, Pengbo Wei et al.2024 · 15 citationsarXiv
MolTC: Towards Molecular Relational Modeling In Language Models2402.03781v6 · Junfeng Fang, Shuai Zhang, Chang Wu et al.2024 · 15 citationsarXiv
Career total: 295 works. 132 are in this corpus.Showing the 50 most recent.
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