PPaperPicks

Bin Cui

Peking University, School of Electronics Engineering and Computer Science, Beijing, China

88 papers at tracked venues · 81 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0003-1681-4677 ↗Google Scholar ↗Homepage ↗

Venues

ICDE ×26ICLR ×9NeurIPS ×8ACL ×7SIGMOD ×7SIGKDD ×5VLDB ×5WWW ×4AAAI ×3EMNLP ×3ICML ×3ACM MM ×1CIKM ×1CVPR ×1ICCV ×1IJCAI ×1MLSys ×1SDM ×1SOSP ×1

Frequent coauthors

Wentao Zhang
×40
Fangcheng Fu
×18
Ling Yang
×17
Hao Liang
×11
Xupeng Miao
×10
Tong Yang
×9
Hongzhi Yin
×7
Zenan Zhou
×7
Xiaonan Nie
×7
Yuhan Wu
×7
Weipeng Chen
×6
Hailin Zhang
×6

Papers

  1. ChartVerse: Scaling Chart Reasoning via Reliable Programmatic Synthesis from Scratch
    ACL 2026 ·
    Zheng Liu
    ,
    Honglin Lin
    ,
    Xiaoyang Wang
    ,
    Xin Gao
    ,
    Yu Li
    ,
    Mengzhang Cai
    ,
    Yun Zhu
    ,
    Zhanping Zhong
    ,
    Qizhi Pei
    ,
    Zhuoshi Pan
    ,
    Xiaoran Shang
    ,
    Conghui He
    , Bin Cui,
    Wentao Zhang
    ,
    Lijun Wu
  2. Data-Centric Perspectives on Agentic Retrieval-Augmented Generation: A Survey
    ACL 2026 ·
    Jingwen Deng
    ,
    Jihao Huang
    ,
    Zhen Hao Wong
    ,
    Hao Liang
    ,
    Quanqing Xu
    , Bin Cui,
    Wentao Zhang
  3. DistVec: Efficient Distributed Machine Learning in Parallel Database Systems
    ICDE 2026 ·
    Xinyi Zhang
    ,
    Liangzu Liu
    ,
    Xupeng Miao
    ,
    Yinjun Wu
    ,
    Zhen Chen
    ,
    Wei Lu
    ,
    Xiaoyong Du
    , Bin Cui
  4. Efficient Content-based Recommendation Model Training via Noise-aware Coreset Selection
    WWW 2026 ·
    Hung Vinh Tran
    ,
    Tong Chen
    ,
    Hechuan Wen
    ,
    Quoc Viet Hung Nguyen
    , Bin Cui,
    Hongzhi Yin
  5. Heterogeneous Adaptive Policy Optimization: Tailoring Optimization to Every Token's Nature
    ACL 2026 ·
    Zheng Liu
    ,
    Mengjie Liu
    ,
    Siwei Wen
    ,
    Mengzhang Cai
    , Bin Cui,
    Conghui He
    ,
    Wentao Zhang
  6. Let's Verify Math Questions Step by Step
    SIGKDD 2026 ·
    Chengyu Shen
    ,
    Zhen Hao Wong
    ,
    Runming He
    ,
    Hao Liang
    ,
    Meiyi Qiang
    ,
    Zimo Meng
    ,
    Zhengyang Zhao
    ,
    Bohan Zeng
    ,
    Zhengzhou Zhu
    , Bin Cui,
    Wentao Zhang
  7. LoVR: A Benchmark for Long Video Retrieval in Multimodal Contexts
    WWW 2026 ·
    Hao Liang
    ,
    Qifeng Cai
    ,
    Zhaoyang Han
    ,
    Hejun Dong
    ,
    Meiyi Qiang
    ,
    Ruichuan An
    ,
    Quanqing Xu
    , Bin Cui,
    Wentao Zhang
  8. Med-R2: Crafting Trustworthy LLM Physicians via Retrieval and Reasoning of Evidence-Based Medicine
    WWW 2026 ·
    Keer Lu
    ,
    Zheng Liang
    ,
    Da Pan
    ,
    Shusen Zhang
    ,
    Guosheng Dong
    ,
    Huang Leng
    , Bin Cui,
    Zhonghai Wu
    ,
    Wentao Zhang
  9. PSEO: Optimizing Post-hoc Stacking Ensemble Through Hyperparameter Tuning
    AAAI 2026 ·
    Beicheng Xu
    ,
    Wei Liu
    ,
    Keyao Ding
    ,
    Yupeng Lu
    , Bin Cui
  10. QA-GraphRAG: Query-Adaptive Plug-and-Play Retrieval Integration for Graph-based Retrieval-Augmented Generation
    VLDB 2026 ·
    Zeang Sheng
    ,
    Ruihong Sun
    ,
    Jiahao Xu
    ,
    Hanmei Luo
    ,
    Peng Chen
    ,
    Wentao Zhang
    , Bin Cui
  11. Rethinking Text-to-SQL: Dynamic Multi-turn SQL Interaction for Real-world Database Exploration
    ACL 2026 ·
    Linzhuang Sun
    ,
    Tianyu Guo
    ,
    Hao Liang
    ,
    Ruitong Liu
    ,
    Yuying Li
    ,
    Qifeng Cai
    ,
    Jingxuan Wei
    ,
    Yuchen Wu
    ,
    Bihui Yu
    ,
    Xiangxiang Zhang
    ,
    Wentao Zhang
    , Bin Cui
  12. Text2VectorSQL: Towards a Unified Interface for Vector Search and SQL Queries
    ICDE 2026 ·
    Zhengren Wang
    ,
    Dongwen Yao
    ,
    Bozhou Li
    ,
    Dongsheng Ma
    ,
    Bo Li
    ,
    Zhiyu Li
    ,
    Feiyu Xiong
    , Bin Cui,
    Linpeng Tang
    ,
    Wentao Zhang
  13. Text2sql-Flow: a Robust Sql-Aware Data Augmentation Framework for Text-To-Sql
    ICDE 2026 ·
    Qifeng Cai
    ,
    Hao Liang
    ,
    Chang Xu
    ,
    Tao Xie
    ,
    Wentao Zhang
    , Bin Cui
  14. A-Tune-Online: Efficient and QoS-Aware Online Configuration Tuning for Dynamic Workloads
    ICDE 2025 ·
    Yu Shen
    ,
    Beicheng Xu
    ,
    Yupeng Lu
    ,
    Donghui Chen
    ,
    Huaijun Jiang
    ,
    Zhipeng Xie
    ,
    Senbo Fu
    ,
    Nan Zhang
    ,
    Yuxin Ren
    ,
    Ning Jia
    ,
    Xinwei Hu
    , Bin Cui
  15. ADEPT-SQL: A High-performance Text-to-SQL Application for Real-World Enterprise-Level Databases
    ACL 2025 ·
    Yongnan Chen
    ,
    Zhuo Chang
    ,
    Shijia Gu
    ,
    Yuanhang Zong
    ,
    Mei Zhang
    ,
    Shiyu Wang
    ,
    Zixiang He
    ,
    Hongzhi Chen
    ,
    Wei Jin
    , Bin Cui
  16. BRACE: A Benchmark for Robust Audio Caption Quality Evaluation
    NeurIPS 2025 ·
    Tianyu Guo
    ,
    Hongyu Chen
    ,
    Hao Liang
    ,
    Meiyi Qiang
    ,
    Bohan Zeng
    ,
    Linzhuang Sun
    , Bin Cui,
    Wentao Zhang
  17. CFBench: A Comprehensive Constraints-Following Benchmark for LLMs
    ACL 2025 ·
    Tao Zhang
    ,
    Chenglin Zhu
    ,
    Yanjun Shen
    ,
    Wenjing Luo
    ,
    Yan Zhang
    ,
    Hao Liang
    ,
    Fan Yang
    ,
    Mingan Lin
    ,
    Yujing Qiao
    ,
    Weipeng Chen
    , Bin Cui,
    Wentao Zhang
    ,
    Zenan Zhou
  18. CaliEX: A Disk-Based Large-Scale GNN Training System with Joint Design of Caching and Execution
    ICDE 2025 ·
    Can Su
    ,
    Haipeng Zhang
    ,
    Hanyu Zhao
    ,
    Wenting Shen
    ,
    Baole Ai
    ,
    Yong Li
    ,
    Kaigui Bian
    , Bin Cui
  19. CuckooGraph: A Scalable and Space-Time Efficient Data Structure for Large-Scale Dynamic Graphs
    ICDE 2025 ·
    Zhuochen Fan
    ,
    Yalun Cai
    ,
    Zirui Liu
    ,
    Jiarui Guo
    ,
    Xin Fan
    ,
    Tong Yang
    , Bin Cui
  20. DataLab: A Unified Platform for LLM-Powered Business Intelligence
    ICDE 2025 ·
    Luoxuan Weng
    ,
    Yinghao Tang
    ,
    Yingchaojie Feng
    ,
    Zhuo Chang
    ,
    Ruiqin Chen
    ,
    Haozhe Feng
    ,
    Chen Hou
    ,
    Danqing Huang
    ,
    Yang Li
    ,
    Huaming Rao
    ,
    Haonan Wang
    ,
    Canshi Wei
    ,
    Xiaofeng Yang
    ,
    Yuhui Zhang
    ,
    Yifeng Zheng
    ,
    Xiuqi Huang
    ,
    Minfeng Zhu
    ,
    Yuxin Ma
    , Bin Cui,
    Peng Chen
    ,
    Wei Chen
  21. DataSculpt: A Holistic Data Management Framework for Long-Context LLMs Training
    ICDE 2025 ·
    Keer Lu
    ,
    Xiaonan Nie
    ,
    Zheng Liang
    ,
    Da Pan
    ,
    Shusen Zhang
    ,
    Keshi Zhao
    ,
    Weipeng Chen
    ,
    Zenan Zhou
    ,
    Guosheng Dong
    , Bin Cui,
    Wentao Zhang
  22. Demystifying Cost-Efficiency in LLM Serving over Heterogeneous GPUs
    ICML 2025 ·
    Youhe Jiang
    ,
    Fangcheng Fu
    ,
    Xiaozhe Yao
    ,
    Guoliang He
    ,
    Xupeng Miao
    ,
    Ana Klimovic
    , Bin Cui,
    Binhang Yuan
    ,
    Eiko Yoneki
  23. Enhancing Unsupervised Sentence Embeddings via Knowledge-Driven Data Augmentation and Gaussian-Decayed Contrastive Learning
    ACL 2025 ·
    Peichao Lai
    ,
    Zhengfeng Zhang
    ,
    Wentao Zhang
    ,
    Fangcheng Fu
    , Bin Cui
  24. Extendible RDMA-Based Remote Memory KV Store with Dynamic Perfect Hashing Index
    ICDE 2025 ·
    Zirui Liu
    ,
    Xian Niu
    ,
    Wei Zhou
    ,
    Yisen Hong
    ,
    Zhouran Shi
    ,
    Tong Yang
    ,
    Yuchao Zhang
    ,
    Yuhan Wu
    ,
    Yikai Zhao
    ,
    Zhuochen Fan
    , Bin Cui
  25. FB-Bench: A Fine-Grained Multi-Task Benchmark for Evaluating LLMs' Responsiveness to Human Feedback
    EMNLP 2025 ·
    Youquan Li
    ,
    Miao Zheng
    ,
    Fan Yang
    ,
    Guosheng Dong
    , Bin Cui,
    Weipeng Chen
    ,
    Zenan Zhou
    ,
    Wentao Zhang
  26. Facilitating Multi-turn Function Calling for LLMs via Compositional Instruction Tuning
    ICLR 2025 ·
    Mingyang Chen
    ,
    Haoze Sun
    ,
    Tianpeng Li
    ,
    Fan Yang
    ,
    Hao Liang
    ,
    Keer Lu
    , Bin Cui,
    Wentao Zhang
    ,
    Zenan Zhou
    ,
    Weipeng Chen
  27. HermesFlow: Seamlessly Closing the Gap in Multimodal Understanding and Generation
    NeurIPS 2025 ·
    Ling Yang
    ,
    Xinchen Zhang
    ,
    Ye Tian
    ,
    Shiyi Zhang
    ,
    Chenming Shang
    ,
    Minghao Xu
    ,
    Wentao Zhang
    , Bin Cui
  28. HourglassSketch: An Efficient and Scalable Framework for Graph Stream Summarization
    ICDE 2025 ·
    Jiarui Guo
    ,
    Boxuan Chen
    ,
    Kaicheng Yang
    ,
    Tong Yang
    ,
    Zirui Liu
    ,
    Qiuheng Yin
    ,
    Sha Wang
    ,
    Yuhan Wu
    ,
    Xiaolin Wang
    , Bin Cui,
    Tao Li
    ,
    Xi Peng
    ,
    Renhai Chen
    ,
    Gong Zhang
  29. Hydraulis: Balancing Large Transformer Model Training via Co-designing Parallel Strategies and Data Assignment
    SIGMOD 2025 ·
    Haoyang Li
    ,
    Fangcheng Fu
    ,
    Sheng Lin
    ,
    Hao Ge
    ,
    Xuanyu Wang
    ,
    Jiawen Niu
    ,
    Jinbao Xue
    ,
    Yangyu Tao
    ,
    Di Wang
    ,
    Jie Jiang
    , Bin Cui
  30. Improved Accuracy, Declining Orders: Uncovering the Vicious Competition Trap in Multi-Domain Recommendation
    SIGKDD 2025 ·
    Dan Wang
    ,
    Zijian Song
    ,
    Lifang Deng
    ,
    Yihuan Wu
    ,
    Jin Niu
    ,
    Jiandong Zhang
    ,
    Kaigui Bian
    , Bin Cui
  31. Improving Low-Resource Sequence Labeling with Knowledge Fusion and Contextual Label Explanations
    EMNLP 2025 ·
    Peichao Lai
    ,
    Jiaxin Gan
    ,
    Feiyang Ye
    ,
    Wentao Zhang
    ,
    Fangcheng Fu
    ,
    Yilei Wang
    , Bin Cui
  32. IterComp: Iterative Composition-Aware Feedback Learning from Model Gallery for Text-to-Image Generation
    ICLR 2025 ·
    Xinchen Zhang
    ,
    Ling Yang
    ,
    Guohao Li
    ,
    Yaqi Cai
    ,
    Jiake Xie
    ,
    Yong Tang
    ,
    Yujiu Yang
    ,
    Mengdi Wang
    , Bin Cui
  33. LLMs Are Noisy Oracles! LLM-based Noise-aware Graph Active Learning for Node Classification
    SIGKDD 2025 ·
    Zeang Sheng
    ,
    Weiyang Guo
    ,
    Yingxia Shao
    ,
    Wentao Zhang
    , Bin Cui
  34. LobRA: Multi-tenant Fine-tuning over Heterogeneous Data
    VLDB 2025 ·
    Sheng Lin
    ,
    Fangcheng Fu
    ,
    Haoyang Li
    ,
    Hao Ge
    ,
    Xuanyu Wang
    ,
    Jiawen Niu
    ,
    Yaofeng Tu
    , Bin Cui
  35. MEMO: Fine-grained Tensor Management For Ultra-long Context LLM Training
    SIGMOD 2025 ·
    Pinxue Zhao
    ,
    Hailin Zhang
    ,
    Fangcheng Fu
    ,
    Xiaonan Nie
    ,
    Qibin Liu
    ,
    Fang Yang
    ,
    Yuanbo Peng
    ,
    Dian Jiao
    ,
    Shuaipeng Li
    ,
    Jinbao Xue
    ,
    Yangyu Tao
    , Bin Cui
  36. Malleus: Straggler-Resilient Hybrid Parallel Training of Large-scale Models via Malleable Data and Model Parallelization
    SIGMOD 2025 ·
    Haoyang Li
    ,
    Fangcheng Fu
    ,
    Hao Ge
    ,
    Sheng Lin
    ,
    Xuanyu Wang
    ,
    Jiawen Niu
    ,
    Yujie Wang
    ,
    Hailin Zhang
    ,
    Xiaonan Nie
    , Bin Cui
  37. Modeling All-Atom Glycan Structures via Hierarchical Message Passing and Multi-Scale Pre-training
    ICML 2025 ·
    Minghao Xu
    ,
    Jiaze Song
    ,
    Keming Wu
    ,
    Xiangxin Zhou
    , Bin Cui,
    Wentao Zhang
  38. NetMoE: Accelerating MoE Training through Dynamic Sample Placement
    ICLR 2025 ·
    Xinyi Liu
    ,
    Yujie Wang
    ,
    Fangcheng Fu
    ,
    Xupeng Miao
    ,
    Shenhan Zhu
    ,
    Xiaonan Nie
    , Bin Cui
  39. PAS: Plug-and-Play Prompt Augmentation System
    ICDE 2025 ·
    Miao Zheng
    ,
    Hao Liang
    ,
    Fan Yang
    , Bin Cui,
    Zenan Zhou
    ,
    Wentao Zhang
  40. PQCache: Product Quantization-based KVCache for Long Context LLM Inference
    SIGMOD 2025 ·
    Hailin Zhang
    ,
    Xiaodong Ji
    ,
    Yilin Chen
    ,
    Fangcheng Fu
    ,
    Xupeng Miao
    ,
    Xiaonan Nie
    ,
    Weipeng Chen
    , Bin Cui
  41. PS-MI: Accurate, Efficient, and Private Data Valuation in Vertical Federated Learning
    VLDB 2025 ·
    Xiaokai Zhou
    ,
    Xiao Yan
    ,
    Fangcheng Fu
    ,
    Ziwen Fu
    ,
    Tieyun Qian
    ,
    Yuanyuan Zhu
    ,
    Qinbo Zhang
    , Bin Cui,
    Jiawei Jiang
  42. SiriusBI: A Comprehensive LLM-powered Solution for Data Analytics in Business Intelligence
    VLDB 2025 ·
    Jie Jiang
    ,
    Haining Xie
    ,
    Siqi Shen
    ,
    Yu Shen
    ,
    Zihan Zhang
    ,
    Meng Lei
    ,
    Yifeng Zheng
    ,
    Yang Li
    ,
    Chunyou Li
    ,
    Danqing Huang
    ,
    Yinjun Wu
    ,
    Wentao Zhang
    ,
    Xiaofeng Yang
    , Bin Cui,
    Peng Chen
  43. SqueezeAttention: 2D Management of KV-Cache in LLM Inference via Layer-wise Optimal Budget
    ICLR 2025 ·
    Zihao Wang
    , Bin Cui,
    Shaoduo Gan
  44. StarRec: A Hypergraph-based Framework with Star-Expansion for Multi-Behavior Recommendation
    SDM 2025 ·
    Wenhan Zhang
    ,
    Zijian Song
    ,
    Yihuan Wu
    ,
    Lifang Deng
    ,
    Jiandong Zhang
    ,
    Kaigui Bian
    , Bin Cui
  45. SuperCorrect: Advancing Small LLM Reasoning with Thought Template Distillation and Self-Correction
    ICLR 2025 ·
    Ling Yang
    ,
    Zhaochen Yu
    ,
    Tianjun Zhang
    ,
    Minkai Xu
    ,
    Joseph E. Gonzalez
    , Bin Cui,
    Shuicheng Yan
  46. SynthVLM: Towards High-Quality and Efficient Synthesis of Image-Caption Datasets for Vision-Language Models
    ACM MM 2025 ·
    Zheng Liu
    ,
    Hao Liang
    ,
    Bozhou Li
    ,
    Wentao Xiong
    ,
    Chong Chen
    ,
    Conghui He
    ,
    Wentao Zhang
    , Bin Cui
  47. SysBench: Can LLMs Follow System Message?
    ICLR 2025 ·
    Yanzhao Qin
    ,
    Tao Zhang
    ,
    Yanjun Shen
    ,
    Wenjing Luo
    ,
    Haoze Sun
    ,
    Yan Zhang
    ,
    Yujing Qiao
    ,
    Weipeng Chen
    ,
    Zenan Zhou
    ,
    Wentao Zhang
    , Bin Cui
  48. ThunderServe: High-performance and Cost-efficient LLM Serving in Cloud Environments
    MLSys 2025 ·
    Youhe Jiang
    ,
    Fangcheng Fu
    ,
    Xiaozhe Yao
    ,
    Taiyi Wang
    , Bin Cui,
    Ana Klimovic
    ,
    Eiko Yoneki
  49. Towards Scalable and Deep Graph Neural Networks via Noise Masking
    AAAI 2025 ·
    Yuxuan Liang
    ,
    Wentao Zhang
    ,
    Zeang Sheng
    ,
    Ling Yang
    ,
    Quanqing Xu
    ,
    Jiawei Jiang
    ,
    Yunhai Tong
    , Bin Cui
  50. Towards Scalable and Efficient Graph Structure Learning
    ICDE 2025 ·
    Siqi Shen
    ,
    Wentao Zhang
    ,
    Chengshuo Du
    ,
    Chong Chen
    ,
    Fangcheng Fu
    ,
    Yingxia Shao
    , Bin Cui
  51. Training Data Distribution Estimation for Optimized Pre-training Data Management
    ICDE 2025 ·
    Hao Liang
    ,
    Keshi Zhao
    ,
    Yajie Yang
    , Bin Cui,
    Zenan Zhou
    ,
    Wentao Zhang
  52. Training-Free Heterogeneous Graph Condensation via Data Selection
    ICDE 2025 ·
    Yuxuan Liang
    ,
    Wentao Zhang
    ,
    Xinyi Gao
    ,
    Ling Yang
    ,
    Chong Chen
    ,
    Hongzhi Yin
    ,
    Yunhai Tong
    , Bin Cui
  53. Training-Free and Adaptive Sparse Attention for Efficient Long Video Generation
    ICCV 2025 ·
    Yifei Xia
    ,
    Suhan Ling
    ,
    Fangcheng Fu
    ,
    Yujie Wang
    ,
    Huixia Li
    ,
    Xuefeng Xiao
    , Bin Cui
  54. VersaTune: An Efficient Data Composition Framework for Training Multi-Capability LLMs
    EMNLP 2025 ·
    Keer Lu
    ,
    Keshi Zhao
    ,
    Zhuoran Zhang
    ,
    Zheng Liang
    , Bin Cui,
    Tengjiao Wang
    ,
    Wentao Zhang
  55. Accelerating Scalable Graph Neural Network Inference with Node-Adaptive Propagation
    ICDE 2024 ·
    Xinyi Gao
    ,
    Wentao Zhang
    ,
    Junliang Yu
    ,
    Yingxia Shao
    ,
    Quoc Viet Hung Nguyen
    , Bin Cui,
    Hongzhi Yin
  56. Accelerating Text-to-Image Editing via Cache-Enabled Sparse Diffusion Inference
    AAAI 2024 ·
    Zihao Yu
    ,
    Haoyang Li
    ,
    Fangcheng Fu
    ,
    Xupeng Miao
    , Bin Cui
  57. BIM: Improving Graph Neural Networks with Balanced Influence Maximization
    ICDE 2024 ·
    Wentao Zhang
    ,
    Xinyi Gao
    ,
    Ling Yang
    ,
    Meng Cao
    ,
    Ping Huang
    ,
    Jiulong Shan
    ,
    Hongzhi Yin
    , Bin Cui
  58. BOURNE: Bootstrapped Self-Supervised Learning Framework for Unified Graph Anomaly Detection
    ICDE 2024 ·
    Jie Liu
    ,
    Mengting He
    ,
    Xuequn Shang
    ,
    Jieming Shi
    , Bin Cui,
    Hongzhi Yin
  59. Buffer of Thoughts: Thought-Augmented Reasoning with Large Language Models
    NeurIPS 2024 ·
    Ling Yang
    ,
    Zhaochen Yu
    ,
    Tianjun Zhang
    ,
    Shiyi Cao
    ,
    Minkai Xu
    ,
    Wentao Zhang
    ,
    Joseph E. Gonzalez
    , Bin Cui
  60. CAFE: Towards Compact, Adaptive, and Fast Embedding for Large-scale Recommendation Models
    SIGMOD 2024 ·
    Hailin Zhang
    ,
    Zirui Liu
    ,
    Boxuan Chen
    ,
    Yikai Zhao
    ,
    Tong Zhao
    ,
    Tong Yang
    , Bin Cui
  61. CodingSketch: A Hierarchical Sketch with Efficient Encoding and Recursive Decoding
    ICDE 2024 ·
    Qizhi Chen
    ,
    Yisen Hong
    ,
    Yuhan Wu
    ,
    Tong Yang
    , Bin Cui
  62. Cross-Modal Contextualized Diffusion Models for Text-Guided Visual Generation and Editing
    ICLR 2024 ·
    Ling Yang
    ,
    Zhilong Zhang
    ,
    Zhaochen Yu
    ,
    Jingwei Liu
    ,
    Minkai Xu
    ,
    Stefano Ermon
    , Bin Cui
  63. Demystifying Data Management for Large Language Models
    SIGMOD 2024 ·
    Xupeng Miao
    ,
    Zhihao Jia
    , Bin Cui
  64. Efficient Multi-task LLM Quantization and Serving for Multiple LoRA Adapters
    NeurIPS 2024 ·
    Yifei Xia
    ,
    Fangcheng Fu
    ,
    Wentao Zhang
    ,
    Jiawei Jiang
    , Bin Cui
  65. Enabling Parallelism Hot Switching for Efficient Training of Large Language Models
    SOSP 2024 ·
    Hao Ge
    ,
    Fangcheng Fu
    ,
    Haoyang Li
    ,
    Xuanyu Wang
    ,
    Sheng Lin
    ,
    Yujie Wang
    ,
    Xiaonan Nie
    ,
    Hailin Zhang
    ,
    Xupeng Miao
    , Bin Cui
  66. HGAMLP: Heterogeneous Graph Attention MLP with De-Redundancy Mechanism
    ICDE 2024 ·
    Yuxuan Liang
    ,
    Wentao Zhang
    ,
    Zeang Sheng
    ,
    Ling Yang
    ,
    Jiawei Jiang
    ,
    Yunhai Tong
    , Bin Cui
  67. LSH-MoE: Communication-efficient MoE Training via Locality-Sensitive Hashing
    NeurIPS 2024 ·
    Xiaonan Nie
    ,
    Qibin Liu
    ,
    Fangcheng Fu
    ,
    Shenhan Zhu
    ,
    Xupeng Miao
    ,
    Xiaoyang Li
    ,
    Yang Zhang
    ,
    Shouda Liu
    , Bin Cui
  68. MFIX: An Efficient and Reliable Index Advisor via Multi-Fidelity Bayesian Optimization
    ICDE 2024 ·
    Zhuo Chang
    ,
    Xinyi Zhang
    ,
    Yang Li
    ,
    Xupeng Miao
    ,
    Yanzhao Qin
    , Bin Cui
  69. Mastering Text-to-Image Diffusion: Recaptioning, Planning, and Generating with Multimodal LLMs
    ICML 2024 ·
    Ling Yang
    ,
    Zhaochen Yu
    ,
    Chenlin Meng
    ,
    Minkai Xu
    ,
    Stefano Ermon
    , Bin Cui
  70. Mitigating Negative Transfer in Cross-Domain Recommendation via Knowledge Transferability Enhancement
    SIGKDD 2024 ·
    Zijian Song
    ,
    Wenhan Zhang
    ,
    Lifang Deng
    ,
    Jiandong Zhang
    ,
    Zhihua Wu
    ,
    Kaigui Bian
    , Bin Cui
  71. Multi- View Teacher with Curriculum Data Fusion for Robust Unsupervised Domain Adaptation
    ICDE 2024 ·
    Yuhao Tang
    ,
    Junyu Luo
    ,
    Ling Yang
    ,
    Xiao Luo
    ,
    Wentao Zhang
    , Bin Cui
  72. MultiLoRA: Multi-Directional Low Rank Adaptation for Multi-Domain Recommendation
    CIKM 2024 ·
    Zijian Song
    ,
    Wenhan Zhang
    ,
    Lifang Deng
    ,
    Jiandong Zhang
    ,
    Kaigui Bian
    , Bin Cui
  73. NC-ALG: Graph-Based Active Learning Under Noisy Crowd
    ICDE 2024 ·
    Wentao Zhang
    ,
    Yexin Wang
    ,
    Zhenbang You
    ,
    Yang Li
    ,
    Gang Cao
    ,
    Zhi Yang
    , Bin Cui
  74. NPA: Improving Large-scale Graph Neural Networks with Non-parametric Attention
    SIGMOD 2024 ·
    Wentao Zhang
    ,
    Guochen Yan
    ,
    Yu Shen
    ,
    Ling Yang
    ,
    Yangyu Tao
    , Bin Cui,
    Jian Tang
  75. Newton Sketches: Estimating Node Intimacy in Dynamic Graphs Using Newton's Law of Cooling
    ICDE 2024 ·
    Qizhi Chen
    ,
    Ke Wang
    ,
    Aoran Li
    ,
    Yuhan Wu
    ,
    Tong Yang
    , Bin Cui
  76. OUTRE: An OUT-of-core De-REdundancy GNN Training Framework for Massive Graphs within A Single Machine
    VLDB 2024 ·
    Zeang Sheng
    ,
    Wentao Zhang
    ,
    Yangyu Tao
    , Bin Cui
  77. On-Device Recommender Systems: A Tutorial on The New-Generation Recommendation Paradigm
    WWW 2024 ·
    Hongzhi Yin
    ,
    Tong Chen
    ,
    Liang Qu
    , Bin Cui
  78. Online Detection of Outstanding Quantiles with QuantileFilter
    ICDE 2024 ·
    Yuhan Wu
    ,
    Aomufei Yuan
    ,
    Zhouran Shi
    ,
    Yuanpeng Li
    ,
    Yikai Zhao
    ,
    Peiqing Chen
    ,
    Tong Yang
    , Bin Cui
  79. Protein-Ligand Interaction Prior for Binding-aware 3D Molecule Diffusion Models
    ICLR 2024 ·
    Zhilin Huang
    ,
    Ling Yang
    ,
    Xiangxin Zhou
    ,
    Zhilong Zhang
    ,
    Wentao Zhang
    ,
    Xiawu Zheng
    ,
    Jie Chen
    ,
    Yu Wang
    , Bin Cui,
    Wenming Yang
  80. RealCompo: Balancing Realism and Compositionality Improves Text-to-Image Diffusion Models
    NeurIPS 2024 ·
    Xinchen Zhang
    ,
    Ling Yang
    ,
    Yaqi Cai
    ,
    Zhaochen Yu
    ,
    Kai-Ni Wang
    ,
    Jiake Xie
    ,
    Ye Tian
    ,
    Minkai Xu
    ,
    Yong Tang
    ,
    Yujiu Yang
    , Bin Cui
  81. Scalable Overspeed Item Detection in Streams
    ICDE 2024 ·
    Yuhan Wu
    ,
    Hanbo Wu
    ,
    Chengjun Jia
    ,
    Bo Peng
    ,
    Ziyun Zhang
    ,
    Tong Yang
    ,
    Peiqing Chen
    ,
    Kaicheng Yang
    , Bin Cui
  82. Structure-Guided Adversarial Training of Diffusion Models
    CVPR 2024 ·
    Ling Yang
    ,
    Haotian Qian
    ,
    Zhilong Zhang
    ,
    Jingwei Liu
    , Bin Cui
  83. Surge Phenomenon in Optimal Learning Rate and Batch Size Scaling
    NeurIPS 2024 ·
    Shuaipeng Li
    ,
    Penghao Zhao
    ,
    Hailin Zhang
    ,
    Xingwu Sun
    ,
    Hao Wu
    ,
    Dian Jiao
    ,
    Weiyan Wang
    ,
    Chengjun Liu
    ,
    Zheng Fang
    ,
    Jinbao Xue
    ,
    Yangyu Tao
    , Bin Cui,
    Di Wang
  84. Unveiling Vulnerabilities of Contrastive Recommender Systems to Poisoning Attacks
    SIGKDD 2024 ·
    Zongwei Wang
    ,
    Junliang Yu
    ,
    Min Gao
    ,
    Hongzhi Yin
    , Bin Cui,
    Shazia Sadiq
  85. VQGraph: Rethinking Graph Representation Space for Bridging GNNs and MLPs
    ICLR 2024 ·
    Ling Yang
    ,
    Ye Tian
    ,
    Minkai Xu
    ,
    Zhongyi Liu
    ,
    Shenda Hong
    ,
    Wei Qu
    ,
    Wentao Zhang
    , Bin Cui,
    Muhan Zhang
    ,
    Jure Leskovec
  86. VideoTetris: Towards Compositional Text-to-Video Generation
    NeurIPS 2024 ·
    Ye Tian
    ,
    Ling Yang
    ,
    Haotian Yang
    ,
    Yuan Gao
    ,
    Yufan Deng
    ,
    Xintao Wang
    ,
    Zhaochen Yu
    ,
    Xin Tao
    ,
    Pengfei Wan
    ,
    Di Zhang
    , Bin Cui
  87. VisionEmbedder: Bit-Level-Compact Key-Value Storage with Constant Lookup, Rapid Updates, and Rare Failure
    ICDE 2024 ·
    Yuhan Wu
    ,
    Feiyu Wang
    ,
    Yifan Zhu
    ,
    Zhuochen Fan
    ,
    Zhiting Xiong
    ,
    Tong Yang
    , Bin Cui
  88. X-former Elucidator: Reviving Efficient Attention for Long Context Language Modeling
    IJCAI 2024 ·
    Xupeng Miao
    ,
    Shenhan Zhu
    ,
    Fangcheng Fu
    ,
    Ziyu Guo
    ,
    Zhi Yang
    ,
    Yaofeng Tu
    ,
    Zhihao Jia
    , Bin Cui