Ruobing Xie

49 papers at tracked venues · 33 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0003-3170-5647 ↗Homepage ↗

Venues

ACL ×7 EMNLP ×7 AAAI ×4 ACM MM ×4 ICLR ×4 ICML ×4 NAACL ×3 WWW ×3 CIKM ×2 RecSys ×2 SIGIR ×2 SIGKDD ×2 CVPR ×1 ICCV ×1 IJCAI ×1 NeurIPS ×1 WSDM ×1

Frequent coauthors

Zhanhui Kang

×24

Xingwu Sun

×20

Zhiyuan Liu

×10

Maosong Sun

×9

Di Wang

×8

Yankai Lin

×7

Yudong Zhang

×6

Jiansheng Chen

×6

Yu Wang

×6

Leyu Lin

×5

Jie Zhou

×5

Shuaipeng Li

×4

Papers

Disentangling from Collaborative and Semantic Views: Graph Collaborative Filtering for Q&A Recommendation
SIGIR 2026 ·
Changshuo Zhang
,
Teng Shi
,
Xiao Zhang
,
Yanping Zheng
, Ruobing Xie,
Qi Liu
,
Jun Xu
Find Your Optimal Teacher: Personalized Data Synthesis via Router-Guided Multi-Teacher Distillation
ACL 2026 ·
Hengyuan Zhang
,
Shiping Yang
,
Xiao Liang
,
Chenming Shang
,
Yuxuan Jiang
,
Chaofan Tao
,
Jing Xiong
,
Hayden Kwok-Hay So
, Ruobing Xie,
Angel X. Chang
,
Ngai Wong
Locate, Steer, and Improve: A Practical Survey of Actionable Mechanistic Interpretability in Large Language Models
ACL 2026 ·
Hengyuan Zhang
,
Zhihao Zhang
,
Ercong Nie
,
Mingyang Wang
,
Zunhai Su
,
Yiwei Wang
,
Qianli Wang
,
Shuzhou Yuan
,
Xufeng Duan
,
Qibo Xue
,
Zeping Yu
,
Chenming Shang
,
Xiao Liang
,
Jing Xiong
,
Hui Shen
,
Chaofan Tao
,
Zhengwu Liu
,
Senjie Jin
,
Zhiheng Xi
,
Dongdong Zhang
,
Sophia Ananiadou
,
Tao Gui
, Ruobing Xie,
Hayden Kwok-Hay So
,
Hinrich Schütze
,
Xuanjing Huang
,
Qi Zhang
,
Ngai Wong
TransMamba: A Sequence-Level Hybrid Transformer-Mamba Language Model
AAAI 2026 ·
Yixing Li
, Ruobing Xie,
Zhen Yang
,
Xingwu Sun
,
Shuaipeng Li
,
Weidong Han
,
Zhanhui Kang
,
Di Wang
,
Yu Cheng
Union-of-Experts: Neurons in Mixture-of-Experts are Secretly Routers
ACL 2026 ·
Songhao Wu
,
Ang Lv
, Ruobing Xie,
Samm Sun
,
Di Wang
,
Rui Yan
,
Yankai Lin
Advancing LLM Reasoning Generalists with Preference Trees
ICLR 2025 ·
Lifan Yuan
,
Ganqu Cui
,
Hanbin Wang
,
Ning Ding
,
Xingyao Wang
,
Boji Shan
,
Zeyuan Liu
,
Jia Deng
,
Huimin Chen
, Ruobing Xie,
Yankai Lin
,
Zhenghao Liu
,
Bowen Zhou
,
Hao Peng
,
Zhiyuan Liu
,
Maosong Sun
Autonomy-of-Experts Models
ICML 2025 ·
Ang Lv
, Ruobing Xie,
Yining Qian
,
Songhao Wu
,
Xingwu Sun
,
Zhanhui Kang
,
Di Wang
,
Rui Yan
Continuous Speech Tokenizer in Text To Speech
NAACL 2025 ·
Yixing Li
, Ruobing Xie,
Xingwu Sun
,
Yu Cheng
,
Zhanhui Kang
Curriculum Conditioned Diffusion for Multimodal Recommendation
AAAI 2025 ·
Yimeng Yang
,
Haokai Ma
,
Lei Meng
,
Shuo Xu
, Ruobing Xie,
Xiangxu Meng
DHCP: Detecting Hallucinations by Cross-modal Attention Pattern in Large Vision-Language Models
ACM MM 2025 ·
Yudong Zhang
, Ruobing Xie,
Xingwu Sun
,
Yiqing Huang
,
Jiansheng Chen
,
Zhanhui Kang
,
Di Wang
,
Yu Wang
Enhancing Contrastive Learning Inspired by the Philosophy of "The Blind Men and the Elephant"
AAAI 2025 ·
Yudong Zhang
, Ruobing Xie,
Jiansheng Chen
,
Xingwu Sun
,
Zhanhui Kang
,
Yu Wang
Exploration and Exploitation of Hard Negative Samples for Cross-Domain Sequential Recommendation
WSDM 2025 ·
Yidan Wang
,
Xuri Ge
,
Xin Chen
, Ruobing Xie,
Su Yan
,
Xu Zhang
,
Zhumin Chen
,
Jun Ma
,
Xin Xin
Exploring Forgetting in Large Language Model Pre-Training
ACL 2025 ·
Chonghua Liao
, Ruobing Xie,
Xingwu Sun
,
Haowen Sun
,
Zhanhui Kang
Fighting Fire with Fire (F3): A Training-free and Efficient Visual Adversarial Example Purification Method in LVLMs
ACM MM 2025 ·
Yudong Zhang
, Ruobing Xie,
Yiqing Huang
,
Jiansheng Chen
,
Xingwu Sun
,
Zhanhui Kang
,
Di Wang
,
Yu Wang
Flexible Realignment of Language Models
NeurIPS 2025 ·
Wenhong Zhu
, Ruobing Xie,
Weinan Zhang
,
Rui Wang
Frequency-Augmented Mixture-of-Heterogeneous-Experts Framework for Sequential Recommendation
WWW 2025 ·
Junjie Zhang
, Ruobing Xie,
Hongyu Lu
,
Wenqi Sun
,
Wayne Xin Zhao
,
Yu Chen
,
Zhanhui Kang
Fusing Highly Specialized Language Models for Comprehensive Expertise
ACL 2025 ·
Ning Ding
,
Yulin Chen
,
Ganqu Cui
,
Xingtai Lv
,
Weilin Zhao
,
Kaiyan Zhang
, Ruobing Xie,
Bowen Zhou
,
Zhiyuan Liu
,
Maosong Sun
HMoE: Heterogeneous Mixture of Experts for Language Modeling
EMNLP 2025 ·
An Wang
,
Xingwu Sun
, Ruobing Xie,
Shuaipeng Li
,
Jiaqi Zhu
,
Zhen Yang
,
Pinxue Zhao
,
Weidong Han
,
Zhanhui Kang
,
Di Wang
,
Naoaki Okazaki
,
Cheng-Zhong Xu
Harnessing Multimodal Large Language Models for Personalized Product Search with Query-aware Refinement
ACM MM 2025 ·
Beibei Zhang
,
Yanan Lu
, Ruobing Xie,
Zongyi Li
,
Siyuan Xing
,
Tongwei Ren
,
Fen Lin
Hybrid-Tower: Fine-Grained Pseudo-Query Interaction and Generation for Text-to-Video Retrieval
ICCV 2025 ·
Bangxiang Lan
, Ruobing Xie,
Ruixiang Zhao
,
Xingwu Sun
,
Zhanhui Kang
,
Gang Yang
,
Xirong Li
Internet of Agents: Weaving a Web of Heterogeneous Agents for Collaborative Intelligence
ICLR 2025 ·
Weize Chen
,
Ziming You
,
Ran Li
,
Yitong Guan
,
Chen Qian
,
Chenyang Zhao
,
Cheng Yang
, Ruobing Xie,
Zhiyuan Liu
,
Maosong Sun
Language Models "Grok" to Copy
NAACL 2025 ·
Ang Lv
, Ruobing Xie,
Xingwu Sun
,
Zhanhui Kang
,
Rui Yan
Mitigating Hallucination in Multimodal Large Language Model via Hallucination-targeted Direct Preference Optimization
ACL 2025 ·
Yuhan Fu
, Ruobing Xie,
Xingwu Sun
,
Zhanhui Kang
,
Xirong Li
Multi-Grained Patch Training for Efficient LLM-based Recommendation
SIGIR 2025 ·
Jiayi Liao
, Ruobing Xie,
Sihang Li
,
Xiang Wang
,
Xingwu Sun
,
Zhanhui Kang
,
Xiangnan He
ORCA: Mitigating Over-Reliance for Multi-Task Dwell Time Prediction with Causal Decoupling
CIKM 2025 ·
Huishi Luo
,
Fuzhen Zhuang
,
Yongchun Zhu
,
Yiqing Wu
,
Bo Kang
, Ruobing Xie,
Feng Xia
,
Deqing Wang
,
Jin Dong
PhD: A ChatGPT-Prompted Visual Hallucination Evaluation Dataset
CVPR 2025 ·
Jiazhen Liu
,
Yuhan Fu
, Ruobing Xie,
Runquan Xie
,
Xingwu Sun
,
Fengzong Lian
,
Zhanhui Kang
,
Xirong Li
QAVA: Query-Agnostic Visual Attack to Large Vision-Language Models
NAACL 2025 ·
Yudong Zhang
, Ruobing Xie,
Jiansheng Chen
,
Xingwu Sun
,
Zhanhui Kang
,
Yu Wang
Scaling Laws for Floating-Point Quantization Training
ICML 2025 ·
Xingwu Sun
,
Shuaipeng Li
, Ruobing Xie,
Weidong Han
,
Kan Wu
,
Zhen Yang
,
Yixing Li
,
An Wang
,
Shuai Li
,
Jinbao Xue
,
Yu Cheng
,
Yangyu Tao
,
Zhanhui Kang
,
Cheng-zhong Xu
,
Di Wang
,
Jie Jiang
Sparsifying Mamba
EMNLP 2025 ·
An Wang
, Ruobing Xie,
Shuaipeng Li
,
Xingwu Sun
,
Zhanhui Kang
The Security Threat of Compressed Projectors in Large Vision-Language Models
EMNLP 2025 ·
Yudong Zhang
, Ruobing Xie,
Xingwu Sun
,
Jiansheng Chen
,
Zhanhui Kang
,
Di Wang
,
Yu Wang
AgentCF: Collaborative Learning with Autonomous Language Agents for Recommender Systems
WWW 2024 ·
Junjie Zhang
,
Yupeng Hou
, Ruobing Xie,
Wenqi Sun
,
Julian J. McAuley
,
Wayne Xin Zhao
,
Leyu Lin
,
Ji-Rong Wen
AgentVerse: Facilitating Multi-Agent Collaboration and Exploring Emergent Behaviors
ICLR 2024 ·
Weize Chen
,
Yusheng Su
,
Jingwei Zuo
,
Cheng Yang
,
Chenfei Yuan
,
Chi-Min Chan
,
Heyang Yu
,
Yaxi Lu
,
Yi-Hsin Hung
,
Chen Qian
,
Yujia Qin
,
Xin Cong
, Ruobing Xie,
Zhiyuan Liu
,
Maosong Sun
,
Jie Zhou
AuriSRec: Adversarial User Intention Learning in Sequential Recommendation
EMNLP 2024 ·
Junjie Zhang
, Ruobing Xie,
Wenqi Sun
,
Leyu Lin
,
Xin Zhao
,
Ji-Rong Wen
Beyond Natural Language: LLMs Leveraging Alternative Formats for Enhanced Reasoning and Communication
EMNLP 2024 ·
Weize Chen
,
Chenfei Yuan
,
Jiarui Yuan
,
Yusheng Su
,
Chen Qian
,
Cheng Yang
, Ruobing Xie,
Zhiyuan Liu
,
Maosong Sun
Content-Based Collaborative Generation for Recommender Systems
CIKM 2024 ·
Yidan Wang
,
Zhaochun Ren
,
Weiwei Sun
,
Jiyuan Yang
,
Zhixiang Liang
,
Xin Chen
, Ruobing Xie,
Su Yan
,
Xu Zhang
,
Pengjie Ren
,
Zhumin Chen
,
Xin Xin
Controllable Preference Optimization: Toward Controllable Multi-Objective Alignment
EMNLP 2024 ·
Yiju Guo
,
Ganqu Cui
,
Lifan Yuan
,
Ning Ding
,
Zexu Sun
,
Bowen Sun
,
Huimin Chen
, Ruobing Xie,
Jie Zhou
,
Yankai Lin
,
Zhiyuan Liu
,
Maosong Sun
DFGNN: Dual-frequency Graph Neural Network for Sign-aware Feedback
SIGKDD 2024 ·
Yiqing Wu
, Ruobing Xie,
Zhao Zhang
,
Xu Zhang
,
Fuzhen Zhuang
,
Leyu Lin
,
Zhanhui Kang
,
Yongjun Xu
Exploring the Benefit of Activation Sparsity in Pre-training
ICML 2024 ·
Zhengyan Zhang
,
Chaojun Xiao
,
Qiujieli Qin
,
Yankai Lin
,
Zhiyuan Zeng
,
Xu Han
,
Zhiyuan Liu
, Ruobing Xie,
Maosong Sun
,
Jie Zhou
Improving Multi-modal Recommender Systems by Denoising and Aligning Multi-modal Content and User Feedback
SIGKDD 2024 ·
Guipeng Xv
,
Xinyu Li
, Ruobing Xie,
Chen Lin
,
Chong Liu
,
Feng Xia
,
Zhanhui Kang
,
Leyu Lin
MAVEN-ARG: Completing the Puzzle of All-in-One Event Understanding Dataset with Event Argument Annotation
ACL 2024 ·
Xiaozhi Wang
,
Hao Peng
,
Yong Guan
,
Kaisheng Zeng
,
Jianhui Chen
,
Lei Hou
,
Xu Han
,
Yankai Lin
,
Zhiyuan Liu
, Ruobing Xie,
Jie Zhou
,
Juanzi Li
Multimodal Clickbait Detection by De-confounding Biases Using Causal Representation Inference
EMNLP 2024 ·
Jianxing Yu
,
Shiqi Wang
,
Han Yin
,
Zhenlong Sun
, Ruobing Xie,
Bo Zhang
,
Yanghui Rao
Multimodal Conditioned Diffusion Model for Recommendation
WWW 2024 ·
Haokai Ma
,
Yimeng Yang
,
Lei Meng
, Ruobing Xie,
Xiangxu Meng
PIP: Detecting Adversarial Examples in Large Vision-Language Models via Attention Patterns of Irrelevant Probe Questions
ACM MM 2024 ·
Yudong Zhang
, Ruobing Xie,
Jiansheng Chen
,
Xingwu Sun
,
Yu Wang
Plug-In Diffusion Model for Sequential Recommendation
AAAI 2024 ·
Haokai Ma
, Ruobing Xie,
Lei Meng
,
Xin Chen
,
Xu Zhang
,
Leyu Lin
,
Zhanhui Kang
SeeDRec: Sememe-based Diffusion for Sequential Recommendation
IJCAI 2024 ·
Haokai Ma
, Ruobing Xie,
Lei Meng
,
Yimeng Yang
,
Xingwu Sun
,
Zhanhui Kang
The Elephant in the Room: Rethinking the Usage of Pre-trained Language Model in Sequential Recommendation
RecSys 2024 ·
Zekai Qu
, Ruobing Xie,
Chaojun Xiao
,
Zhanhui Kang
,
Xingwu Sun
ToolLLM: Facilitating Large Language Models to Master 16000+ Real-world APIs
ICLR 2024 ·
Yujia Qin
,
Shihao Liang
,
Yining Ye
,
Kunlun Zhu
,
Lan Yan
,
Yaxi Lu
,
Yankai Lin
,
Xin Cong
,
Xiangru Tang
,
Bill Qian
,
Sihan Zhao
,
Lauren Hong
,
Runchu Tian
, Ruobing Xie,
Jie Zhou
,
Mark Gerstein
,
Dahai Li
,
Zhiyuan Liu
,
Maosong Sun
Towards Empathetic Conversational Recommender Systems
RecSys 2024 ·
Xiaoyu Zhang
, Ruobing Xie,
Yougang Lyu
,
Xin Xin
,
Pengjie Ren
,
Mingfei Liang
,
Bo Zhang
,
Zhanhui Kang
,
Maarten de Rijke
,
Zhaochun Ren
ULTRAFEEDBACK: Boosting Language Models with Scaled AI Feedback
ICML 2024 ·
Ganqu Cui
,
Lifan Yuan
,
Ning Ding
,
Guanming Yao
,
Bingxiang He
,
Wei Zhu
,
Yuan Ni
,
Guotong Xie
, Ruobing Xie,
Yankai Lin
,
Zhiyuan Liu
,
Maosong Sun