XH
Xiangnan He
cs.IRcs.LGcs.AIcs.CLstat.MLcs.CVcs.SIcs.MMcs.CRcs.CE
On Valency
published · living versionsW_jtc2exp6·v1 · currentpublished
Learning Calibrated Confidence for Multi-Agent Collaboration
with Chenxiao Fan, Chongming Gao, Gangyi Zhang, Yaxin Gong +7
1 version
W_bq8xe7sh·v1published
W_fnqsu8ft·v1published
Preprints & journals
200 papers in the corpus · 2016–2026Momentor++: Advancing Video Large Language Models With Fine-Grained Long Video Reasoning.41557576 · Li, Juncheng, Gao, Minghe, He, Xiangnan et al.2026 · 0 citationsIEEE transactions on pattern analysis and machine intelligence. 2026;48(6):6208-6224
Beyond Static Best-of-N: Bayesian List-wise Alignment for LLM-based Recommendation2605.04559v1 · Ruijun Chen, Chongming Gao, Jiawei Chen et al.2026 · 1 citationarXiv
Identification of the PoARFs gene family in tree peony and expression analysis of PoARF7 and PoARF10 in petals and stamens formation.42050434 · Zhou, Yunxin, Li, Yuying, Li, Ruiya et al.2026 · 0 citationsBMC plant biology. 2026;26(1)
Towards Sample-Efficient and Stable Reinforcement Learning for LLM-based Recommendation2602.00632v1 · Hongxun Ding, Keqin Bao, Jizhi Zhang et al.2026 · 0 citationsarXiv
MindRec: A Diffusion-driven Coarse-to-Fine Paradigm for Generative Recommendation2511.12597v2 · Mengyao Gao, Chongming Gao, Haoyan Liu et al.2025 · 0 citationsarXiv
A spontaneous keypoints connection algorithm for leafy plants skeletonization and phenotypes extraction.41210720 · Wang, Zhen, He, Xiangnan, Wang, Yuting et al.2025 · 2 citationsFrontiers in plant science. 2025;16:1641255
SeViCES: Unifying Semantic-Visual Evidence Consensus for Long Video Understanding2510.20622v1 · Yuan Sheng, Yanbin Hao, Chenxu Li et al.2025 · 0 citationsarXiv
Contrastive Weak-to-strong Generalization2510.07884v3 · Houcheng Jiang, Junfeng Fang, Jiaxin Wu et al.2025 · 0 citationsarXiv
Quantile Advantage Estimation: Stabilizing RLVR for LLM Reasoning2509.22611v2 · Junkang Wu, Kexin Huang, Jiancan Wu et al.2025 · 0 citationsarXiv
bi-GRPO: Bidirectional Optimization for Jailbreak Backdoor Injection on LLMs2509.19775v1 · Wence Ji, Jiancan Wu, Aiying Li et al.2025 · 0 citationsarXiv
AppAgent-Pro: A Proactive GUI Agent System for Multidomain Information Integration and User Assistance2508.18689v2 · Yuyang Zhao, Wentao Shi, Fuli Feng et al.2025 · 0 citationsProceedings of the 34th ACM International Conference on Information and Knowledge Management (CIKM 2025), ACM, 2025
Teaching LLM to Reason: Reinforcement Learning from Algorithmic Problems without Code2507.07498v2 · Keqin Bao, Nuo Chen, Xiaoyuan Li et al.2025 · 0 citationsarXiv
Boosting Parameter Efficiency in LLM-Based Recommendation through Sophisticated Pruning2507.07064v1 · Shanle Zheng, Keqin Bao, Jizhi Zhang et al.2025 · 0 citationsarXiv
DualEdit: Mitigating Safety Fallback in LLM Backdoor Editing via Affirmation-Refusal Regulation2506.13285v2 · Houcheng Jiang, Zetong Zhao, Junfeng Fang et al.2025 · 0 citationsarXiv
Reinforced Latent Reasoning for LLM-based Recommendation2505.19092v2 · Yang Zhang, Wenxin Xu, Xiaoyan Zhao et al.2025 · 0 citationsarXiv
Addressing Missing Data Issue for Diffusion-based Recommendation2505.12283v1 · Wenyu Mao, Zhengyi Yang, Jiancan Wu et al.2025 · 2 citationsarXiv
AdaViP: Aligning Multi-modal LLMs via Adaptive Vision-enhanced Preference Optimization2504.15619v1 · Jinda Lu, Jinghan Li, Yuan Gao et al.2025 · 0 citationsarXiv
Route Sparse Autoencoder to Interpret Large Language Models2503.08200v3 · Wei Shi, Sihang Li, Tao Liang et al.2025 · 3 citationsarXiv
Process-Supervised LLM Recommenders via Flow-guided Tuning2503.07377v3 · Chongming Gao, Mengyao Gao, Chenxiao Fan et al.2025 · 8 citationsarXiv
RePO: Understanding Preference Learning Through ReLU-Based Optimization2503.07426v2 · Junkang Wu, Kexin Huang, Xue Wang et al.2025 · 0 citationsarXiv
Fine-grained Alignment of Large Language Models for General Medication Recommendation without Overprescription2503.03687v2 · Zihao Zhao, Chenxiao Fan, Junlong Liu et al.2025 · 0 citationsarXiv
Personalized Generation In Large Model Era: A Survey2503.02614v2 · Yiyan Xu, Jinghao Zhang, Alireza Salemi et al.2025 · 9 citationsarXiv
Larger or Smaller Reward Margins to Select Preferences for Alignment?2503.01864v1 · Kexin Huang, Junkang Wu, Ziqian Chen et al.2025 · 0 citationsarXiv
Less is More: Improving LLM Alignment via Preference Data Selection2502.14560v4 · Xun Deng, Han Zhong, Rui Ai et al.2025 · 4 citationsarXiv
AnyEdit: Edit Any Knowledge Encoded in Language Models2502.05628v3 · Houcheng Jiang, Junfeng Fang, Ningyu Zhang et al.2025 · 0 citationsarXiv
DAMA: Data- and Model-aware Alignment of Multi-modal LLMs2502.01943v2 · Jinda Lu, Junkang Wu, Jinghan Li et al.2025 · 0 citationsarXiv
Efficient Multi-Agent System Training with Data Influence-Oriented Tree Search2502.00955v2 · Wentao Shi, Zichun Yu, Fuli Feng 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
SPRec: Self-Play to Debias LLM-based Recommendation2412.09243v3 · Chongming Gao, Ruijun Chen, Shuai Yuan et al.2024 · 23 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
Unified Parameter-Efficient Unlearning for LLMs2412.00383v2 · Chenlu Ding, Jiancan Wu, Yancheng Yuan et al.2024 · 0 citationsarXiv
Real-Time Personalization for LLM-based Recommendation with Customized In-Context Learning2410.23136v1 · Keqin Bao, Ming Yan, Yang Zhang et al.2024 · 2 citationsarXiv
Agentic Feedback Loop Modeling Improves Recommendation and User Simulation2410.20027v2 · Shihao Cai, Jizhi Zhang, Keqin Bao et al.2024 · 14 citationsarXiv
Personalized Image Generation with Large Multimodal Models2410.14170v2 · Yiyan Xu, Wenjie Wang, Yang Zhang et al.2024 · 10 citationsarXiv
RosePO: Aligning LLM-based Recommenders with Human Values2410.12519v1 · Jiayi Liao, Xiangnan He, Ruobing Xie et al.2024 · 0 citationsarXiv
AlphaDPO: Adaptive Reward Margin for Direct Preference Optimization2410.10148v4 · Junkang Wu, Xue Wang, Zhengyi Yang et al.2024 · 0 citationsarXiv
Information Discovery in e-Commerce2410.05763v3 · Zhaochun Ren, Xiangnan He, Dawei Yin et al.2024 · 7 citationsarXiv
AlphaEdit: Null-Space Constrained Knowledge Editing for Language Models2410.02355v4 · Junfeng Fang, Houcheng Jiang, Kun Wang et al.2024 · 2 citations13th International Conference on Learning Representations (ICLR 2025 Oral)
Knowledge Graph Embedding by Normalizing Flows2409.19977v1 · Changyi Xiao, Xiangnan He, Yixin Cao2024 · 9 citationsarXiv
Customizing Language Models with Instance-wise LoRA for Sequential Recommendation2408.10159v4 · Xiaoyu Kong, Jiancan Wu, An Zhang et al.2024 · 13 citations38th Conference on Neural Information Processing Systems (NeurIPS 2024)
Reinforced Prompt Personalization for Recommendation with Large Language Models2407.17115v2 · Wenyu Mao, Jiancan Wu, Weijian Chen et al.2024 · 16 citationsarXiv
A3S: A General Active Clustering Method with Pairwise Constraints2407.10196v1 · Xun Deng, Junlong Liu, Han Zhong et al.2024 · 0 citationsarXiv
-DPO: Direct Preference Optimization with Dynamic 2407.08639v2 · Junkang Wu, Yuexiang Xie, Zhengyi Yang et al.2024 · 12 citationsarXiv
Towards Robust Alignment of Language Models: Distributionally Robustifying Direct Preference Optimization2407.07880v2 · Junkang Wu, Yuexiang Xie, Zhengyi Yang et al.2024 · 0 citationsarXiv
Text-like Encoding of Collaborative Information in Large Language Models for Recommendation2406.03210v1 · Yang Zhang, Keqin Bao, Ming Yan et al.2024 · 22 citationsarXiv
Fair Recommendations with Limited Sensitive Attributes: A Distributionally Robust Optimization Approach2405.01063v2 · Tianhao Shi, Yang Zhang, Jizhi Zhang et al.2024 · 9 citationsarXiv
Be Aware of the Neighborhood Effect: Modeling Selection Bias under Interference2404.19620v1 · Haoxuan Li, Chunyuan Zheng, Sihao Ding et al.2024 · 1 citationarXiv
A Survey of Generative Search and Recommendation in the Era of Large Language Models2404.16924v1 · Yongqi Li, Xinyu Lin, Wenjie Wang et al.2024 · 3 citationsarXiv
Exact and Efficient Unlearning for Large Language Model-based Recommendation2404.10327v1 · Zhiyu Hu, Yang Zhang, Minghao Xiao et al.2024 · 8 citationsarXiv
Causal Incremental Graph Convolution for Recommender System Retraining.35294360 · Ding, Sihao, Feng, Fuli, He, Xiangnan et al.2025 · 50 citationsIEEE transactions on neural networks and learning systems. 2024;35(4):4718-4728
Career total: at least 398 works. 200 are in this corpus.Showing the 50 most recent.
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