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Bin Cui

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

87 papers at tracked venues · 80 at CORE A* · active 2024–2026

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Venues

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

Frequent coauthors

Ling Yang
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Zheng Liu
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Keer Lu
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Zeang Sheng
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Yuxuan Liang
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Wentao Zhang
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Yuhan Wu
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Hao Liang
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Youhe Jiang
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Peichao Lai
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Haoyang Li
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Xinchen Zhang
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Papers

  1. ChartVerse: Scaling Chart Reasoning via Reliable Programmatic Synthesis from Scratch
    ACL 2026 ·
    Zheng Liu
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  2. Data-Centric Perspectives on Agentic Retrieval-Augmented Generation: A Survey
    ACL 2026 ·
    Jingwen Deng
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  3. DistVec: Efficient Distributed Machine Learning in Parallel Database Systems
    ICDE 2026 ·
    Xinyi Zhang
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  4. Efficient Content-based Recommendation Model Training via Noise-aware Coreset Selection
    WWW 2026 ·
    Hung Vinh Tran
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  5. Heterogeneous Adaptive Policy Optimization: Tailoring Optimization to Every Token's Nature
    ACL 2026 ·
    Zheng Liu
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  6. Let's Verify Math Questions Step by Step
    SIGKDD 2026 ·
    Chengyu Shen
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  7. LoVR: A Benchmark for Long Video Retrieval in Multimodal Contexts
    WWW 2026 ·
    Hao Liang
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  8. Med-R2: Crafting Trustworthy LLM Physicians via Retrieval and Reasoning of Evidence-Based Medicine
    WWW 2026 ·
    Keer Lu
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  9. PSEO: Optimizing Post-hoc Stacking Ensemble Through Hyperparameter Tuning
    AAAI 2026 ·
    Beicheng Xu
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  10. QA-GraphRAG: Query-Adaptive Plug-and-Play Retrieval Integration for Graph-based Retrieval-Augmented Generation
    VLDB 2026 ·
    Zeang Sheng
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  11. Rethinking Text-to-SQL: Dynamic Multi-turn SQL Interaction for Real-world Database Exploration
    ACL 2026 ·
    Linzhuang Sun
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  12. Text2VectorSQL: Towards a Unified Interface for Vector Search and SQL Queries
    ICDE 2026 ·
    Zhengren Wang
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  13. Text2sql-Flow: a Robust Sql-Aware Data Augmentation Framework for Text-To-Sql
    ICDE 2026 ·
    Qifeng Cai
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  14. A-Tune-Online: Efficient and QoS-Aware Online Configuration Tuning for Dynamic Workloads
    ICDE 2025 ·
    Yu Shen
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  15. ADEPT-SQL: A High-performance Text-to-SQL Application for Real-World Enterprise-Level Databases
    ACL 2025 ·
    Yongnan Chen
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  16. BRACE: A Benchmark for Robust Audio Caption Quality Evaluation
    NeurIPS 2025 ·
    Tianyu Guo
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  17. CFBench: A Comprehensive Constraints-Following Benchmark for LLMs
    ACL 2025 ·
    Tao Zhang
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  18. CaliEX: A Disk-Based Large-Scale GNN Training System with Joint Design of Caching and Execution
    ICDE 2025 ·
    Can Su
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  19. CuckooGraph: A Scalable and Space-Time Efficient Data Structure for Large-Scale Dynamic Graphs
    ICDE 2025 ·
    Zhuochen Fan
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  20. DataLab: A Unified Platform for LLM-Powered Business Intelligence
    ICDE 2025 ·
    Luoxuan Weng
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  21. DataSculpt: A Holistic Data Management Framework for Long-Context LLMs Training
    ICDE 2025 ·
    Keer Lu
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  22. Demystifying Cost-Efficiency in LLM Serving over Heterogeneous GPUs
    ICML 2025 ·
    Youhe Jiang
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  23. Enhancing Unsupervised Sentence Embeddings via Knowledge-Driven Data Augmentation and Gaussian-Decayed Contrastive Learning
    ACL 2025 ·
    Peichao Lai
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  24. Extendible RDMA-Based Remote Memory KV Store with Dynamic Perfect Hashing Index
    ICDE 2025 ·
    Zirui Liu
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  25. FB-Bench: A Fine-Grained Multi-Task Benchmark for Evaluating LLMs' Responsiveness to Human Feedback
    EMNLP 2025 ·
    Youquan Li
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  26. Facilitating Multi-turn Function Calling for LLMs via Compositional Instruction Tuning
    ICLR 2025 ·
    Mingyang Chen
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  27. HermesFlow: Seamlessly Closing the Gap in Multimodal Understanding and Generation
    NeurIPS 2025 ·
    Ling Yang
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  28. HourglassSketch: An Efficient and Scalable Framework for Graph Stream Summarization
    ICDE 2025 ·
    Jiarui Guo
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  29. Hydraulis: Balancing Large Transformer Model Training via Co-designing Parallel Strategies and Data Assignment
    SIGMOD 2025 ·
    Haoyang Li
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  30. Improved Accuracy, Declining Orders: Uncovering the Vicious Competition Trap in Multi-Domain Recommendation
    SIGKDD 2025 ·
    Dan Wang
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  31. Improving Low-Resource Sequence Labeling with Knowledge Fusion and Contextual Label Explanations
    EMNLP 2025 ·
    Peichao Lai
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  32. IterComp: Iterative Composition-Aware Feedback Learning from Model Gallery for Text-to-Image Generation
    ICLR 2025 ·
    Xinchen Zhang
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  33. LLMs Are Noisy Oracles! LLM-based Noise-aware Graph Active Learning for Node Classification
    SIGKDD 2025 ·
    Zeang Sheng
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  34. LobRA: Multi-tenant Fine-tuning over Heterogeneous Data
    VLDB 2025 ·
    Sheng Lin
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  35. MEMO: Fine-grained Tensor Management For Ultra-long Context LLM Training
    SIGMOD 2025 ·
    Pinxue Zhao
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  36. Malleus: Straggler-Resilient Hybrid Parallel Training of Large-scale Models via Malleable Data and Model Parallelization
    SIGMOD 2025 ·
    Haoyang Li
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  37. Modeling All-Atom Glycan Structures via Hierarchical Message Passing and Multi-Scale Pre-training
    ICML 2025 ·
    Minghao Xu
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  38. NetMoE: Accelerating MoE Training through Dynamic Sample Placement
    ICLR 2025 ·
    Xinyi Liu
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  39. PAS: Plug-and-Play Prompt Augmentation System
    ICDE 2025 ·
    Miao Zheng
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  40. PQCache: Product Quantization-based KVCache for Long Context LLM Inference
    SIGMOD 2025 ·
    Hailin Zhang
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  41. PS-MI: Accurate, Efficient, and Private Data Valuation in Vertical Federated Learning
    VLDB 2025 ·
    Xiaokai Zhou
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  42. SiriusBI: A Comprehensive LLM-powered Solution for Data Analytics in Business Intelligence
    VLDB 2025 ·
    Jie Jiang
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  43. SqueezeAttention: 2D Management of KV-Cache in LLM Inference via Layer-wise Optimal Budget
    ICLR 2025 ·
    Zihao Wang
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  44. StarRec: A Hypergraph-based Framework with Star-Expansion for Multi-Behavior Recommendation
    SDM 2025 ·
    Wenhan Zhang
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  45. SuperCorrect: Advancing Small LLM Reasoning with Thought Template Distillation and Self-Correction
    ICLR 2025 ·
    Ling Yang
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  46. SynthVLM: Towards High-Quality and Efficient Synthesis of Image-Caption Datasets for Vision-Language Models
    ACM MM 2025 ·
    Zheng Liu
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  47. SysBench: Can LLMs Follow System Message?
    ICLR 2025 ·
    Yanzhao Qin
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  48. ThunderServe: High-performance and Cost-efficient LLM Serving in Cloud Environments
    MLSys 2025 ·
    Youhe Jiang
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  49. Towards Scalable and Deep Graph Neural Networks via Noise Masking
    AAAI 2025 ·
    Yuxuan Liang
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  50. Towards Scalable and Efficient Graph Structure Learning
    ICDE 2025 ·
    Siqi Shen
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  51. Training Data Distribution Estimation for Optimized Pre-training Data Management
    ICDE 2025 ·
    Hao Liang
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  52. Training-Free Heterogeneous Graph Condensation via Data Selection
    ICDE 2025 ·
    Yuxuan Liang
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  53. Training-Free and Adaptive Sparse Attention for Efficient Long Video Generation
    ICCV 2025 ·
    Yifei Xia
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  54. VersaTune: An Efficient Data Composition Framework for Training Multi-Capability LLMs
    EMNLP 2025 ·
    Keer Lu
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  55. Accelerating Scalable Graph Neural Network Inference with Node-Adaptive Propagation
    ICDE 2024 ·
    Xinyi Gao
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  56. Accelerating Text-to-Image Editing via Cache-Enabled Sparse Diffusion Inference
    AAAI 2024 ·
    Zihao Yu
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  57. BIM: Improving Graph Neural Networks with Balanced Influence Maximization
    ICDE 2024 ·
    Wentao Zhang
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  58. BOURNE: Bootstrapped Self-Supervised Learning Framework for Unified Graph Anomaly Detection
    ICDE 2024 ·
    Jie Liu
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  59. Buffer of Thoughts: Thought-Augmented Reasoning with Large Language Models
    NeurIPS 2024 ·
    Ling Yang
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  60. CAFE: Towards Compact, Adaptive, and Fast Embedding for Large-scale Recommendation Models
    SIGMOD 2024 ·
    Hailin Zhang
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  61. CodingSketch: A Hierarchical Sketch with Efficient Encoding and Recursive Decoding
    ICDE 2024 ·
    Qizhi Chen
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  62. Cross-Modal Contextualized Diffusion Models for Text-Guided Visual Generation and Editing
    ICLR 2024 ·
    Ling Yang
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  63. Demystifying Data Management for Large Language Models
    SIGMOD 2024 ·
    Xupeng Miao
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  64. Efficient Multi-task LLM Quantization and Serving for Multiple LoRA Adapters
    NeurIPS 2024 ·
    Yifei Xia
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  65. HGAMLP: Heterogeneous Graph Attention MLP with De-Redundancy Mechanism
    ICDE 2024 ·
    Yuxuan Liang
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  66. LSH-MoE: Communication-efficient MoE Training via Locality-Sensitive Hashing
    NeurIPS 2024 ·
    Xiaonan Nie
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  67. MFIX: An Efficient and Reliable Index Advisor via Multi-Fidelity Bayesian Optimization
    ICDE 2024 ·
    Zhuo Chang
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  68. Mastering Text-to-Image Diffusion: Recaptioning, Planning, and Generating with Multimodal LLMs
    ICML 2024 ·
    Ling Yang
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  69. Mitigating Negative Transfer in Cross-Domain Recommendation via Knowledge Transferability Enhancement
    SIGKDD 2024 ·
    Zijian Song
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  70. Multi- View Teacher with Curriculum Data Fusion for Robust Unsupervised Domain Adaptation
    ICDE 2024 ·
    Yuhao Tang
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  71. MultiLoRA: Multi-Directional Low Rank Adaptation for Multi-Domain Recommendation
    CIKM 2024 ·
    Zijian Song
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  72. NC-ALG: Graph-Based Active Learning Under Noisy Crowd
    ICDE 2024 ·
    Wentao Zhang
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  73. NPA: Improving Large-scale Graph Neural Networks with Non-parametric Attention
    SIGMOD 2024 ·
    Wentao Zhang
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  74. Newton Sketches: Estimating Node Intimacy in Dynamic Graphs Using Newton's Law of Cooling
    ICDE 2024 ·
    Qizhi Chen
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  75. OUTRE: An OUT-of-core De-REdundancy GNN Training Framework for Massive Graphs within A Single Machine
    VLDB 2024 ·
    Zeang Sheng
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  76. On-Device Recommender Systems: A Tutorial on The New-Generation Recommendation Paradigm
    WWW 2024 ·
    Hongzhi Yin
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  77. Online Detection of Outstanding Quantiles with QuantileFilter
    ICDE 2024 ·
    Yuhan Wu
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  78. Protein-Ligand Interaction Prior for Binding-aware 3D Molecule Diffusion Models
    ICLR 2024 ·
    Zhilin Huang
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  79. RealCompo: Balancing Realism and Compositionality Improves Text-to-Image Diffusion Models
    NeurIPS 2024 ·
    Xinchen Zhang
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  80. Scalable Overspeed Item Detection in Streams
    ICDE 2024 ·
    Yuhan Wu
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  81. Structure-Guided Adversarial Training of Diffusion Models
    CVPR 2024 ·
    Ling Yang
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  82. Surge Phenomenon in Optimal Learning Rate and Batch Size Scaling
    NeurIPS 2024 ·
    Shuaipeng Li
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  83. Unveiling Vulnerabilities of Contrastive Recommender Systems to Poisoning Attacks
    SIGKDD 2024 ·
    Zongwei Wang
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  84. VQGraph: Rethinking Graph Representation Space for Bridging GNNs and MLPs
    ICLR 2024 ·
    Ling Yang
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  85. VideoTetris: Towards Compositional Text-to-Video Generation
    NeurIPS 2024 ·
    Ye Tian
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  86. VisionEmbedder: Bit-Level-Compact Key-Value Storage with Constant Lookup, Rapid Updates, and Rare Failure
    ICDE 2024 ·
    Yuhan Wu
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  87. X-former Elucidator: Reviving Efficient Attention for Long Context Language Modeling
    IJCAI 2024 ·
    Xupeng Miao
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