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Chenliang Li

Identifiers

  • name variant Chenliang Li 0.60 · backfill

Papers (93)

  1. An economic cascadic tensor multigrid method for solving high dimensional elliptic linear partial differential problems math.NA · 2026 · author #2
  2. Generative Auto-Bidding with Unified Modeling and Exploration cs.AI · 2026 · author #10
  3. R2-Write: Reflection and Revision for Open-Ended Writing with Deep Reasoning cs.CL · 2026 · author #3
  4. CorpusQA: A 10 Million Token Benchmark for Corpus-Level Analysis and Reasoning cs.CL · 2026 · author #2
  5. Aligning Frozen LLMs by Reinforcement Learning: An Iterative Reweight-then-Optimize Approach cs.LG · 2025 · author #2
  6. Multi-Interest Recommendation: A Survey cs.IR · 2025 · author #5
  7. Writing-RL: Advancing Long-form Writing via Adaptive Curriculum Reinforcement Learning cs.CL · 2025 · author #2
  8. MUSEG: Reinforcing Video Temporal Understanding via Timestamp-Aware Multi-Segment Grounding cs.CV · 2025 · author #5
  9. QwenLong-CPRS: Towards $\infty$-LLMs with Dynamic Context Optimization cs.CL · 2025 · author #2
  10. QwenLong-L1: Towards Long-Context Large Reasoning Models with Reinforcement Learning cs.CL · 2025 · author #5
  11. Flow Matching based Sequential Recommender Model cs.IR · 2025 · author #8
  12. A Survey on Side Information-driven Session-based Recommendation: From a Data-centric Perspective cs.IR · 2025 · author #3
  13. Short-Path Prompting in LLMs: Analyzing Reasoning Instability and Solutions for Robust Performance cs.CL · 2025 · author #9
  14. Understanding Inverse Reinforcement Learning under Overparameterization: Non-Asymptotic Analysis and Global Optimality stat.ML · 2025 · author #3
  15. MM-StoryAgent: Immersive Narrated Storybook Video Generation with a Multi-Agent Paradigm across Text, Image and Audio cs.CL · 2025 · author #3
  16. Origin-Destination Demand Prediction: An Urban Radiation and Attraction Perspective cs.LG · 2024 · author #5
  17. Efficient Sparse Attention needs Adaptive Token Release cs.CL · 2024 · author #7
  18. Learning Reward and Policy Jointly from Demonstration and Preference Improves Alignment cs.AI · 2024 · author #1
  19. Getting More Juice Out of the SFT Data: Reward Learning from Human Demonstration Improves SFT for LLM Alignment cs.AI · 2024 · author #4
  20. SocialBench: Sociality Evaluation of Role-Playing Conversational Agents cs.CL · 2024 · author #8
  21. Semantics-enhanced Cross-modal Masked Image Modeling for Vision-Language Pre-training cs.CV · 2024 · author #6
  22. Side Information-Driven Session-based Recommendation: A Survey cs.IR · 2024 · author #3
  23. Unifying Latent and Lexicon Representations for Effective Video-Text Retrieval cs.CV · 2024 · author #6
  24. Small LLMs Are Weak Tool Learners: A Multi-LLM Agent cs.AI · 2024 · author #2
  25. Knowledge Distillation of Black-Box Large Language Models cs.CL · 2024 · author #5
  26. Efficient Vision-and-Language Pre-training with Text-Relevant Image Patch Selection cs.CV · 2024 · author #5
  27. mPLUG-PaperOwl: Scientific Diagram Analysis with the Multimodal Large Language Model cs.MM · 2023 · author #7
  28. A New Extrapolation Economy Cascadic Multigrid Method for Image Restoration Problems math.NA · 2023 · author #3
  29. Cascadic Tensor Multigrid Method and Economic Cascadic Tensor Multigrid Method for Image Restoration Problems math.NA · 2023 · author #2
  30. Bi-Preference Learning Heterogeneous Hypergraph Networks for Session-based Recommendation cs.IR · 2023 · author #4
  31. On the Opportunities of Green Computing: A Survey cs.AI · 2023 · author #32
  32. One Model for All: Large Language Models are Domain-Agnostic Recommendation Systems cs.IR · 2023 · author #9
  33. UReader: Universal OCR-free Visually-situated Language Understanding with Multimodal Large Language Model cs.CV · 2023 · author #7
  34. Beyond Co-occurrence: Multi-modal Session-based Recommendation cs.IR · 2023 · author #4
  35. A Bayesian Approach to Robust Inverse Reinforcement Learning cs.LG · 2023 · author #3
  36. ModelScope-Agent: Building Your Customizable Agent System with Open-source Large Language Models cs.CL · 2023 · author #1
  37. COPA: Efficient Vision-Language Pre-training Through Collaborative Object- and Patch-Text Alignment cs.MM · 2023 · author #5
  38. Information Retrieval Meets Large Language Models: A Strategic Report from Chinese IR Community cs.IR · 2023 · author #15
  39. BUS:Efficient and Effective Vision-language Pre-training with Bottom-Up Patch Summarization cs.CV · 2023 · author #5
  40. mPLUG-DocOwl: Modularized Multimodal Large Language Model for Document Understanding cs.CL · 2023 · author #9
  41. Multi-Scenario Ranking with Adaptive Feature Learning cs.IR · 2023 · author #9
  42. A Class of Smoothing Modulus-Based Iterative Method for Solving Implicit Complementarity Problems math.NA · 2023 · author #2
  43. Youku-mPLUG: A 10 Million Large-scale Chinese Video-Language Dataset for Pre-training and Benchmarks cs.CV · 2023 · author #11
  44. Unconfounded Propensity Estimation for Unbiased Ranking cs.IR · 2023 · author #5
  45. Transforming Visual Scene Graphs to Image Captions cs.CV · 2023 · author #6
  46. mPLUG-Owl: Modularization Empowers Large Language Models with Multimodality cs.CL · 2023 · author #11
  47. On the Robustness of Aspect-based Sentiment Analysis: Rethinking Model, Data, and Training cs.CL · 2023 · author #3
  48. ChatPLUG: Open-Domain Generative Dialogue System with Internet-Augmented Instruction Tuning for Digital Human cs.CL · 2023 · author #7
  49. DiffuRec: A Diffusion Model for Sequential Recommendation cs.IR · 2023 · author #3
  50. When Demonstrations Meet Generative World Models: A Maximum Likelihood Framework for Offline Inverse Reinforcement Learning cs.LG · 2023 · author #2
  51. mPLUG-2: A Modularized Multi-modal Foundation Model Across Text, Image and Video cs.CV · 2023 · author #7
  52. Learning Trajectory-Word Alignments for Video-Language Tasks cs.CV · 2023 · author #6
  53. Maximum-Likelihood Inverse Reinforcement Learning with Finite-Time Guarantees cs.LG · 2022 · author #2
  54. Multi-Behavior Hypergraph-Enhanced Transformer for Sequential Recommendation cs.IR · 2022 · author #6
  55. Bi-VLDoc: Bidirectional Vision-Language Modeling for Visually-Rich Document Understanding cs.CV · 2022 · author #6
  56. Safe-FinRL: A Low Bias and Variance Deep Reinforcement Learning Implementation for High-Freq Stock Trading q-fin.PM · 2022 · author #3
  57. Automatic Expert Selection for Multi-Scenario and Multi-Task Search cs.LG · 2022 · author #6
  58. mPLUG: Effective and Efficient Vision-Language Learning by Cross-modal Skip-connections cs.CL · 2022 · author #1
  59. Price DOES Matter! Modeling Price and Interest Preferences in Session-based Recommendation cs.IR · 2022 · author #4
  60. When Multi-Level Meets Multi-Interest: A Multi-Grained Neural Model for Sequential Recommendation cs.IR · 2022 · author #5
  61. Knowledge Graph Contrastive Learning for Recommendation cs.IR · 2022 · author #4
  62. Do Loyal Users Enjoy Better Recommendations? Understanding Recommender Accuracy from a Time Perspective cs.IR · 2022 · author #4
  63. Achieving Human Parity on Visual Question Answering cs.CL · 2021 · author #3
  64. Concept-Aware Denoising Graph Neural Network for Micro-Video Recommendation cs.IR · 2021 · author #7
  65. Grid-VLP: Revisiting Grid Features for Vision-Language Pre-training cs.MM · 2021 · author #3
  66. E2E-VLP: End-to-End Vision-Language Pre-training Enhanced by Visual Learning cs.CV · 2021 · author #3
  67. StructuralLM: Structural Pre-training for Form Understanding cs.CL · 2021 · author #1
  68. Path-based Deep Network for Candidate Item Matching in Recommenders cs.IR · 2021 · author #3
  69. SemVLP: Vision-Language Pre-training by Aligning Semantics at Multiple Levels cs.CL · 2021 · author #1
  70. A Critical Study on Data Leakage in Recommender System Offline Evaluation cs.IR · 2020 · author #4
  71. A Re-visit of the Popularity Baseline in Recommender Systems cs.IR · 2020 · author #4
  72. CATN: Cross-Domain Recommendation for Cold-Start Users via Aspect Transfer Network cs.IR · 2020 · author #2
  73. ESAM: Discriminative Domain Adaptation with Non-Displayed Items to Improve Long-Tail Performance cs.IR · 2020 · author #3
  74. MATINF: A Jointly Labeled Large-Scale Dataset for Classification, Question Answering and Summarization cs.CL · 2020 · author #5
  75. PALM: Pre-training an Autoencoding&Autoregressive Language Model for Context-conditioned Generation cs.CL · 2020 · author #2
  76. CASE: Context-Aware Semantic Expansion cs.CL · 2019 · author #4
  77. Pre-train and Plug-in: Flexible Conditional Text Generation with Variational Auto-Encoders cs.CL · 2019 · author #5
  78. Incorporating External Knowledge into Machine Reading for Generative Question Answering cs.CL · 2019 · author #6
  79. Exploiting Multiple Embeddings for Chinese Named Entity Recognition cs.CL · 2019 · author #4
  80. Obj-GloVe: Scene-Based Contextual Object Embedding cs.CV · 2019 · author #3
  81. A Capsule Network for Recommendation and Explaining What You Like and Dislike cs.IR · 2019 · author #1
  82. A Review-Driven Neural Model for Sequential Recommendation cs.IR · 2019 · author #1
  83. Targeted Sentiment Analysis: A Data-Driven Categorization cs.CL · 2019 · author #3
  84. Review-Driven Answer Generation for Product-Related Questions in E-Commerce cs.CL · 2019 · author #2
  85. DLocRL: A Deep Learning Pipeline for Fine-Grained Location Recognition and Linking in Tweets cs.CL · 2019 · author #5
  86. Adversarial Attacks on Deep Learning Models in Natural Language Processing: A Survey cs.CL · 2019 · author #4
  87. A Survey on Deep Learning for Named Entity Recognition cs.CL · 2018 · author #4
  88. Logic Attention Based Neighborhood Aggregation for Inductive Knowledge Graph Embedding cs.AI · 2018 · author #3
  89. Nonstationary relaxed multisplitting methods for solving linear complementarity problems with H-matrices math.NA · 2018 · author #2
  90. Pair-Linking for Collective Entity Disambiguation: Two Could Be Better Than All cs.IR · 2018 · author #5
  91. A Context-Aware User-Item Representation Learning for Item Recommendation cs.IR · 2017 · author #3
  92. Multi-label Dataless Text Classification with Topic Modeling cs.IR · 2017 · author #2
  93. NEXT: A Neural Network Framework for Next POI Recommendation cs.IR · 2017 · author #2

Mentions

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Frequent Coauthors