PPaperPicks

Bo Zheng

Alibaba Group, Beijing, China

110 papers at tracked venues · 86 at CORE A* · active 2024–2026

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Venues

ACL ×29SIGKDD ×13WWW ×12NeurIPS ×9EMNLP ×7AAAI ×6CIKM ×5SIGIR ×5WSDM ×5ICLR ×4CVPR ×2ECCV ×2ICDE ×2RecSys ×2ACM MM ×1EACL ×1ECAI ×1ICCV ×1ICML ×1NAACL ×1SIGMOD ×1

Frequent coauthors

Langming Liu
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Jihao Gu
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Jiaheng Liu
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Renhong Huang
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Shilong Li
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Yue Meng
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Ningyuan Li
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Yancheng He
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Shikun Sun
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Zihan Qiu
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Shuai Wang
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Dan Wang
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Papers

  1. All Languages Matter: Understanding and Mitigating Language Bias in Multilingual RAG
    ACL 2026 ·
    Dan Wang
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  2. CE-RM: A Pointwise Generative Reward Model Optimized via Two-Stage Rollout and Unified Criteria
    ACL 2026 ·
    Xinyu Hu
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  3. CoMeT: Collaborative Memory Transformer for Efficient Long Context Modeling
    ACL 2026 ·
    Runsong Zhao
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  4. Contribution-aware Token Compression for Efficient Video Understanding via Reinforcement Learning
    AAAI 2026 ·
    Yinchao Ma
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  5. DeepPhy: Benchmarking Agentic VLMs on Physical Reasoning
    AAAI 2026 ·
    Xinrun Xu
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  6. Equip Pre-ranking with Target Attention by Residual Quantization
    SIGIR 2026 ·
    Yutong Li
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  7. From Pseudo-Balancing to True Specialization: Memory-Aware Routing for Mixture-of-Experts
    ACL 2026 ·
    Peixuan Hou
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  8. GFlowGR: Fine-tuning Generative Recommendation Frameworks with Generative Flow Networks
    SIGIR 2026 ·
    Yejing Wang
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  9. Geoparsing: Diagram Parsing for Plane and Solid Geometry with a Unified Formal Language
    ACL 2026 ·
    Peijie Wang
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  10. IMPACTNet: Unifying Auto-bidding in End-to-End Merged Auctions
    SIGKDD 2026 ·
    Yuhan Wang
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  11. Learning from the Irrecoverable: Error-Localized Policy Optimization for Tool-Integrated LLM Reasoning
    ACL 2026 ·
    Qiao Liang
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  12. Learning to Trust: Dynamic Utilization of Retrieval-Augmented Generation for E-commerce Search Relevance
    SIGIR 2026 ·
    Tingqiao Xu
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  13. LoFT-LLM: Low-Frequency Time-series Forecasting with Large Language Models
    SIGKDD 2026 ·
    Jiacheng You
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  14. LoRE: Enhancing Search Relevance with Progressive Chain-of-Thought and Preference Alignment
    ACL 2026 ·
    Chenji Lu
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  15. MIRAGE: Towards AI-Generated Image Detection in the Wild
    AAAI 2026 ·
    Oucheng Huang
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  16. MOON: Generative MLLM-based Multimodal Representation Learning for E-commerce Product Understanding
    WSDM 2026 ·
    Daoze Zhang
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  17. MVGPT: Generative Materialized View Forecasting
    ICDE 2026 ·
    Yue Han
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  18. MaskTab: Scalable Masked Tabular Pretraining with Scaling Laws and Distillation for Industrial Classification
    ACL 2026 · Bo Zheng
  19. Mobile-R1: Towards Interactive Capability for VLM-Based Mobile Agent via Systematic Training
    ACL 2026 ·
    Jihao Gu
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  20. Modeling Cascaded Delay Feedback for Online Net Conversion Rate Prediction: Benchmark, Insights and Solutions
    WWW 2026 ·
    Mingxuan Luo
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  21. Multi-Behavior Sequential Modeling with Transition-Aware Graph Attention Network for E-Commerce Recommendation
    WWW 2026 ·
    Hanqi Jin
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  22. Multi-Branch Cooperation Networks for Enhanced Click-Through Rate Prediction in Large-Scale E-Commerce Search
    WWW 2026 ·
    Xu Chen
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  23. Navigating the Infinite Dynamic Web Space: Effective In-Context Exploration via Cognitive Multi-Agent Collaboration
    EACL 2026 ·
    Guozhao Mo
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  24. NebulaSQL: A Large-scale Feature Computation System for Online Recommendation
    SIGMOD 2026 ·
    Zichao Zhang
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  25. PolicySim: An LLM-Based Agent Social Simulation Sandbox for Proactive Policy Optimization
    WWW 2026 ·
    Renhong Huang
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  26. PretrainRL: Alleviating Factuality Hallucination of Large Language Models at the Beginning
    ACL 2026 ·
    Langming Liu
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  27. RAVR: Reference-Answer-guided Variational Reasoning for Large Language Models
    ACL 2026 ·
    Tianqianjin Lin
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  28. REVISION:Reflective Intent Mining and Online Reasoning Auxiliary for E-Commerce Visual Search System Optimization
    ICDE 2026 ·
    Yiwen Tang
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  29. SELECting over Tokens: Curating Pre-training Data at Scale via Token Classification
    ACL 2026 ·
    Xin Tong
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  30. ThinkRec: Thinking-based recommendation via LLM
    WWW 2026 ·
    Qihang Yu
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  31. Trimming the Fat: Redundancy-Aware Acceleration Framework for DGNNs
    AAAI 2026 ·
    Renhong Huang
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  32. USB: A Comprehensive and Unified Safety Evaluation Benchmark for Multimodal Large Language Models
    ACL 2026 ·
    Baolin Zheng
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  33. Uniboost: Global Coordination with Value Alignment for Fair and Efficient Traffic Allocation
    SIGIR 2026 ·
    Ge Fan
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  34. Unified Thinker: A General Reasoning Core for Image Generation
    ACL 2026 ·
    Sashuai Zhou
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  35. Unlocking Scaling Law in Industrial Recommendation Systems with a Three-step Paradigm based Large User Model
    WSDM 2026 ·
    Bencheng Yan
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  36. VALUE: Value-Aware Large Language Model for Query Rewriting via Weighted Trie in Sponsored Search
    SIGKDD 2026 ·
    Xiao Zhang
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  37. 2D-DPO: Scaling Direct Preference Optimization with 2-Dimensional Supervision
    NAACL 2025 ·
    Shilong Li
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  38. A Generative Re-ranking Model for List-level Multi-objective Optimization at Taobao
    SIGIR 2025 ·
    Yue Meng
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  39. AIGuard: A Benchmark and Lightweight Detection for E-commerce AIGC Risks
    ACL 2025 ·
    Wenhua Zhang
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  40. AIR: Complex Instruction Generation via Automatic Iterative Refinement
    EMNLP 2025 ·
    Wei Liu
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  41. An Adaptable Budget Planner for Enhancing Budget-Constrained Auto-Bidding in Online Advertising
    SIGKDD 2025 ·
    Zhijian Duan
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  42. Beyond Advertising: Mechanism Design for Platform-Wide Marketing Service "QuanZhanTui"
    SIGKDD 2025 ·
    Ningyuan Li
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  43. Bid2X: Revealing Dynamics of Bidding Environment in Online Advertising from A Foundation Model Lens
    SIGKDD 2025 ·
    Jiahao Ji
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  44. Can Large Language Models Detect Errors in Long Chain-of-Thought Reasoning?
    ACL 2025 ·
    Yancheng He
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  45. Chinese SafetyQA: A Safety Short-form Factuality Benchmark for Large Language Models
    ACL 2025 ·
    Yingshui Tan
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  46. Chinese SimpleQA: A Chinese Factuality Evaluation for Large Language Models
    ACL 2025 ·
    Yancheng He
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  47. ChineseEcomQA: A Scalable E-commerce Concept Evaluation Benchmark for Large Language Models
    SIGKDD 2025 ·
    Haibin Chen
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  48. Computational Advertising: Recent Advances
    WWW 2025 ·
    Junwei Pan
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  49. Contextual Generative Auction with Permutation-level Externalities for Online Advertising
    SIGKDD 2025 ·
    Ruitao Zhu
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  50. DAGPrompT: Pushing the Limits of Graph Prompting with a Distribution-aware Graph Prompt Tuning Approach
    WWW 2025 ·
    Qin Chen
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  51. DEPO: Enhancing E-commerce Image Background Generation with Short Trajectory Direct Expected Preference Optimization
    ACM MM 2025 ·
    Shikun Sun
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  52. DMLoRA: Dynamic Multi-Subspace Low-Rank Adaptation
    WWW 2025 ·
    Cong Jiang
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  53. Demons in the Detail: On Implementing Load Balancing Loss for Training Specialized Mixture-of-Expert Models
    ACL 2025 ·
    Zihan Qiu
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  54. Differentiable Solver Search for Fast Diffusion Sampling
    ICML 2025 ·
    Shuai Wang
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  55. Do not Abstain! Identify and Solve the Uncertainty
    ACL 2025 ·
    Jingyu Liu
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  56. ECKGBench: Benchmarking Large Language Models in E-commerce Leveraging Knowledge Graph
    CIKM 2025 ·
    Langming Liu
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  57. Enhancing Document Understanding with Group Position Embedding: A Novel Approach to Incorporate Layout Information
    ICLR 2025 ·
    Yuke Zhu
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  58. Explainable LLM-driven Multi-dimensional Distillation for E-Commerce Relevance Learning
    WWW 2025 ·
    Gang Zhao
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  59. GSID: Generative Semantic Indexing for E-Commerce Product Understanding
    EMNLP 2025 ·
    Haiyang Yang
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  60. Gated Attention for Large Language Models: Non-linearity, Sparsity, and Attention-Sink-Free
    NeurIPS 2025 ·
    Zihan Qiu
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  61. Gradient Deconfliction via Orthogonal Projections onto Subspaces For Multi-task Learning
    WSDM 2025 ·
    Shijie Zhu
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  62. HiddenDetect: Detecting Jailbreak Attacks against Multimodal Large Language Models via Monitoring Hidden States
    ACL 2025 ·
    Yilei Jiang
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  63. How to inject knowledge efficiently? Knowledge Infusion Scaling Law for Pre-training Large Language Models
    EMNLP 2025 ·
    Kangtao Lv
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  64. Inter: Mitigating Hallucination in Large Vision-Language Models by Interaction Guidance Sampling
    ICCV 2025 ·
    Xin Dong
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  65. Learning against Non-credible Second-Price Auctions
    WWW 2025 ·
    Qian Wang
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  66. LongDocURL: a Comprehensive Multimodal Long Document Benchmark Integrating Understanding, Reasoning, and Locating
    ACL 2025 ·
    Chao Deng
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  67. M2RC-EVAL: Massively Multilingual Repository-level Code Completion Evaluation
    ACL 2025 ·
    Jiaheng Liu
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  68. MTU-Bench: A Multi-granularity Tool-Use Benchmark for Large Language Models
    ICLR 2025 ·
    Pei Wang
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  69. Minimal Impact ControlNet: Advancing Multi-ControlNet Integration
    ICLR 2025 ·
    Shikun Sun
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  70. Multi-task Offline Reinforcement Learning for Online Advertising in Recommender Systems
    SIGKDD 2025 ·
    Langming Liu
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  71. OmniKV: Dynamic Context Selection for Efficient Long-Context LLMs
    ICLR 2025 ·
    Jitai Hao
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  72. PosterMaker: Towards High-Quality Product Poster Generation with Accurate Text Rendering
    CVPR 2025 ·
    Yifan Gao
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  73. ProgCo: Program Helps Self-Correction of Large Language Models
    ACL 2025 ·
    Xiaoshuai Song
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  74. RHanDS: Refining Malformed Hands for Generated Images with Decoupled Structure and Style Guidance
    AAAI 2025 ·
    Chengrui Wang
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  75. RLAIF-V: Open-Source AI Feedback Leads to Super GPT-4V Trustworthiness
    CVPR 2025 ·
    Tianyu Yu
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  76. Robust Data-Driven Auction Design
    SIGKDD 2025 ·
    Qilong Lin
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  77. See Beyond a Single View: Multi-Attribution Learning Leads to Better Conversion Rate Prediction
    CIKM 2025 ·
    Sishuo Chen
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  78. See the World, Discover Knowledge: A Chinese Factuality Evaluation for Large Vision Language Models
    ACL 2025 ·
    Jihao Gu
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  79. T-Stars-Poster: A Framework for Product-Centric Advertising Image Design
    CIKM 2025 ·
    Hongyu Chen
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  80. TBGRecall: A Generative Retrieval Model for E-commerce Recommendation Scenarios
    CIKM 2025 ·
    Zida Liang
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  81. Think before Recommendation: Autonomous Reasoning-enhanced Recommender
    NeurIPS 2025 ·
    Xiaoyu Kong
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  82. Token Preference Optimization with Self-Calibrated Visual-Anchored Rewards for Hallucination Mitigation
    EMNLP 2025 ·
    Jihao Gu
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  83. Towards Visualization-of-Thought Jailbreak Attack against Large Visual Language Models
    NeurIPS 2025 ·
    Hongqiong Zhong
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  84. TranSUN: A Preemptive Paradigm to Eradicate Retransformation Bias Intrinsically from Regression Models in Recommender Systems
    NeurIPS 2025 ·
    Jiahao Yu
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  85. UQABench: Evaluating User Embedding for Prompting LLMs in Personalized Question Answering
    SIGKDD 2025 ·
    Langming Liu
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  86. USD: A User-Intent-Driven Sampling and Dual-Debiasing Framework for Large-Scale Homepage Recommendations
    RecSys 2025 ·
    Jiaqi Zheng
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  87. User Long-Term Multi-Interest Retrieval Model for Recommendation
    RecSys 2025 ·
    Yue Meng
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  88. VC4VG: Optimizing Video Captions for Text-to-Video Generation
    EMNLP 2025 ·
    Yang Du
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  89. Accelerating Image Generation with Sub-path Linear Approximation Model
    ECCV 2024 ·
    Chen Xu
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  90. Ad vs Organic: Revisiting Incentive Compatible Mechanism Design in E-commerce Platforms
    WWW 2024 ·
    Ningyuan Li
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  91. AuctionNet: A Novel Benchmark for Decision-Making in Large-Scale Games
    NeurIPS 2024 ·
    Kefan Su
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  92. Calibration-compatible Listwise Distillation of Privileged Features for CTR Prediction
    WSDM 2024 ·
    Xiaoqiang Gui
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  93. ConceptMath: A Bilingual Concept-wise Benchmark for Measuring Mathematical Reasoning of Large Language Models
    ACL 2024 ·
    Yanan Wu
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  94. D-CPT Law: Domain-specific Continual Pre-Training Scaling Law for Large Language Models
    NeurIPS 2024 ·
    Haoran Que
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  95. DDK: Distilling Domain Knowledge for Efficient Large Language Models
    NeurIPS 2024 ·
    Jiaheng Liu
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  96. Deep Bag-of-Words Model: An Efficient and Interpretable Relevance Architecture for Chinese E-Commerce
    SIGKDD 2024 ·
    Zhe Lin
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  97. Demystify Mamba in Vision: A Linear Attention Perspective
    NeurIPS 2024 ·
    Dongchen Han
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  98. E2-LLM: Efficient and Extreme Length Extension of Large Language Models
    ACL 2024 ·
    Jiaheng Liu
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  99. Enhancing Taobao Display Advertising with Multimodal Representations: Challenges, Approaches and Insights
    CIKM 2024 ·
    Xiang-Rong Sheng
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  100. Exploring DCN-like architecture for fast image generation with arbitrary resolution
    NeurIPS 2024 ·
    Shuai Wang
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  101. Generative Auto-bidding via Conditional Diffusion Modeling
    SIGKDD 2024 ·
    Jiayan Guo
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  102. GeoGPT4V: Towards Geometric Multi-modal Large Language Models with Geometric Image Generation
    EMNLP 2024 ·
    Shihao Cai
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  103. GraphReader: Building Graph-based Agent to Enhance Long-Context Abilities of Large Language Models
    EMNLP 2024 ·
    Shilong Li
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  104. Laner-GNN: Adapting to Long-Tail Degree Distribution with Latent Neighborhood Restorers
    ECAI 2024 ·
    Lingjun Xu
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  105. MT-Bench-101: A Fine-Grained Benchmark for Evaluating Large Language Models in Multi-Turn Dialogues
    ACL 2024 ·
    Ge Bai
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  106. MetaSplit: Meta-Split Network for Limited-Stock Product Recommendation
    WWW 2024 ·
    Wenhao Wu
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  107. Percentile Risk-Constrained Budget Pacing for Guaranteed Display Advertising in Online Optimization
    AAAI 2024 ·
    Liang Dai
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  108. Synchronized Video Storytelling: Generating Video Narrations with Structured Storyline
    ACL 2024 ·
    Dingyi Yang
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  109. Turbo: Informativity-Driven Acceleration Plug-In for Vision-Language Large Models
    ECCV 2024 ·
    Chen Ju
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  110. Unified Visual Preference Learning for User Intent Understanding
    WSDM 2024 ·
    Yihua Wen
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