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Junkang Wu

Publication record assembled from the DBLP archive of ranked conferences.

Papers indexed

16

Venues

9

Active years

2021–2026

Best venue rank

A*

Where they publish

Papers

16 indexed papers, newest first.

YearVenueTitleAuthors
2026AAAICausal-HalBench: Uncovering LVLMs Object Hallucinations Through Causal Intervention.Zhe Xu, Zhicai Wang, Junkang Wu, Jinda Lu, Xiang Wang
2025ACLRobust Preference Optimization via Dynamic Target Margins.Jie Sun, Junkang Wu, Jiancan Wu, Zhibo Zhu, Xingyu Lu, Jun Zhou, Lintao Ma, Xiang Wang
2025EMNLPLaMP-Val: Large Language Models Empower Personalized Valuation in Auction.Jie Sun, Tianyu Zhang, Houcheng Jiang, Kexin Huang, Xiang Shu, Zhibo Zhu, Lintao Ma, Xingyu Lu, Jun Zhou, Junkang Wu, Chi Luo, An Zhang, Jiancan Wu, Xiang Wang
2025ICLRTowards Robust Alignment of Language Models: Distributionally Robustifying Direct Preference Optimization.Junkang Wu, Yuexiang Xie, Zhengyi Yang, Jiancan Wu, Jiawei Chen, Jinyang Gao, Bolin Ding, Xiang Wang, Xiangnan He
2025ICMLMM-RLHF: The Next Step Forward in Multimodal LLM Alignment.Yifan Zhang, Tao Yu, Haochen Tian, Chaoyou Fu, Peiyan Li, Jianshu Zeng, Wulin Xie, Yang Shi, Huanyu Zhang, Junkang Wu, Xue Wang, Yibo Hu, Bin Wen, Tingting Gao, Zhang Zhang, Fan Yang, Di Zhang, Liang Wang, Rong Jin
2025ICMLLarger or Smaller Reward Margins to Select Preferences for LLM Alignment?Kexin Huang, Junkang Wu, Ziqian Chen, Xue Wang, Jinyang Gao, Bolin Ding, Jiancan Wu, Xiangnan He, Xiang Wang
2025ICMLDAMA: Data- and Model-aware Alignment of Multi-modal LLMs.Jinda Lu, Junkang Wu, Jinghan Li, Xiaojun Jia, Shuo Wang, Yifan Zhang, Junfeng Fang, Xiang Wang, Xiangnan He
2025ICMLAlphaDPO: Adaptive Reward Margin for Direct Preference Optimization.Junkang Wu, Xue Wang, Zhengyi Yang, Jiancan Wu, Jinyang Gao, Bolin Ding, Xiang Wang, Xiangnan He
2024EMNLPDirect Multi-Turn Preference Optimization for Language Agents.Wentao Shi, Mengqi Yuan, Junkang Wu, Qifan Wang, Fuli Feng
2024ICDEMasked Graph Modeling with Multi- View Contrast.Yanchen Luo, Sihang Li, Yongduo Sui, Junkang Wu, Jiancan Wu, Xiang Wang
2024ICDEBSL: Understanding and Improving Softmax Loss for Recommendation.Junkang Wu, Jiawei Chen, Jiancan Wu, Wentao Shi, Jizhi Zhang, Xiang Wang
2024WWWLower-Left Partial AUC: An Effective and Efficient Optimization Metric for Recommendation.Wentao Shi, Chenxu Wang, Fuli Feng, Yang Zhang, Wenjie Wang, Junkang Wu, Xiangnan He
2023IJCAIDiscriminative-Invariant Representation Learning for Unbiased Recommendation.Hang Pan, Jiawei Chen, Fuli Feng, Wentao Shi, Junkang Wu, Xiangnan He
2023WWWAdap-τ : Adaptively Modulating Embedding Magnitude for Recommendation.Jiawei Chen, Junkang Wu, Jiancan Wu, Xuezhi Cao, Sheng Zhou, Xiangnan He
2023WWWOn the Theories Behind Hard Negative Sampling for Recommendation.Wentao Shi, Jiawei Chen, Fuli Feng, Jizhi Zhang, Junkang Wu, Chongming Gao, Xiangnan He
2021CIKMDisenKGAT: Knowledge Graph Embedding with Disentangled Graph Attention Network.Junkang Wu, Wentao Shi, Xuezhi Cao, Jiawei Chen, Wenqiang Lei, Fuzheng Zhang, Wei Wu, Xiangnan He