PPaperPicks

Jie Zhou

Tencent Inc., WeChat AI, Pattern Recognition Center, Beijing, China

85 papers at tracked venues · 67 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0002-5899-5165 ↗Google Scholar ↗Homepage ↗

Venues

ACL ×41EMNLP ×13ICLR ×7ICML ×5AAAI ×4ICCV ×4NAACL ×4NeurIPS ×3ACM MM ×1CVPR ×1IJCAI ×1SIGKDD ×1

Frequent coauthors

Chenze Shao
DBLP profile ↗ORCID search ↗
×4
Xue Zhang
DBLP profile ↗ORCID search ↗
×3
Liang Zhang
DBLP profile ↗ORCID search ↗
×3
Zexi Jia
DBLP profile ↗ORCID search ↗
×3
Zhibin Lan
DBLP profile ↗ORCID search ↗
×3
Jiaan Wang
DBLP profile ↗ORCID search ↗
×3
Liyan Xu
DBLP profile ↗ORCID search ↗
×3
Junjie Wu
DBLP profile ↗ORCID search ↗
×2
Chuanwei Huang
DBLP profile ↗ORCID search ↗
×2
Yutong Wang
DBLP profile ↗ORCID search ↗
×2
Yijie Chen
DBLP profile ↗ORCID search ↗
×2
Yunlong Liang
DBLP profile ↗ORCID search ↗
×2

Papers

  1. ArrowGEV: Grounding Events in Video via Learning the Arrow of Time
    ACL 2026 ·
    Fangxu Yu
    DBLP profile ↗ORCID search ↗
  2. ComoRAG: A Cognitive-Inspired Memory-Organized RAG for Stateful Long Narrative Reasoning
    AAAI 2026 ·
    Juyuan Wang
    DBLP profile ↗ORCID search ↗
  3. Figure It Out: Improve the Frontier of Reasoning with Executable Visual States
    ACL 2026 ·
    Meiqi Chen
    DBLP profile ↗ORCID search ↗
  4. Investigating Cross-Modal Skill Injection: Scenarios, Methods, and Hyperparameters
    ACL 2026 ·
    Zhiyu Xu
    DBLP profile ↗ORCID search ↗
  5. Joint Optimization of Training Data and Policy in RLHF
    ACL 2026 ·
    Zhuohao Yu
    DBLP profile ↗ORCID search ↗
  6. ReFreeKV: Towards Threshold-Free KV Cache Compression
    ACL 2026 ·
    Xuanfan Ni
    DBLP profile ↗ORCID search ↗
  7. Situated Embedding Models for Context-Aware Dense Retrieval
    ACL 2026 ·
    Junjie Wu
    DBLP profile ↗ORCID search ↗
  8. Think Natively: Unlocking Multilingual Reasoning with Consistency-Enhanced Reinforcement Learning
    ACL 2026 ·
    Xue Zhang
    DBLP profile ↗ORCID search ↗
  9. UltraEval-Audio: A Unified Framework for Comprehensive Evaluation of Audio Foundation Models
    ACL 2026 ·
    Qundong Shi
    DBLP profile ↗ORCID search ↗
  10. A Law Reasoning Benchmark for LLM with Tree-Organized Structures including Factum Probandum, Evidence and Experiences
    ACL 2025 ·
    Jiaxin Shen
    DBLP profile ↗ORCID search ↗
  11. A Self-Denoising Model for Robust Few-Shot Relation Extraction
    ACL 2025 ·
    Liang Zhang
    DBLP profile ↗ORCID search ↗
  12. A Visual Leap in Clip Compositionality Reasoning Through Generation of Counterfactual Sets
    ICCV 2025 ·
    Zexi Jia
    DBLP profile ↗ORCID search ↗
  13. APB: Accelerating Distributed Long-Context Inference by Passing Compressed Context Blocks across GPUs
    ACL 2025 ·
    Yuxiang Huang
    DBLP profile ↗ORCID search ↗
  14. AVG-LLaVA: An Efficient Large Multimodal Model with Adaptive Visual Granularity
    ACL 2025 ·
    Zhibin Lan
    DBLP profile ↗ORCID search ↗
  15. Advancing SMoE for Continuous Domain Adaptation of MLLMs: Adaptive Router and Domain-Specific Loss
    ACL 2025 ·
    Liang Zhang
    DBLP profile ↗ORCID search ↗
  16. An Empirical Study of Many-to-Many Summarization with Large Language Models
    ACL 2025 ·
    Jiaan Wang
    DBLP profile ↗ORCID search ↗
  17. ArtFRD: A Fisher-Rao Mixture Metric for Generative Model Aesthetic Evaluation
    ACM MM 2025 ·
    Chuanwei Huang
    DBLP profile ↗ORCID search ↗
  18. Beyond Next Token Prediction: Patch-Level Training for Large Language Models
    ICLR 2025 ·
    Chenze Shao
    DBLP profile ↗ORCID search ↗
  19. CM-Align: Consistency-based Multilingual Alignment for Large Language Models
    EMNLP 2025 ·
    Xue Zhang
    DBLP profile ↗ORCID search ↗
  20. Can Large Language Models Help Multimodal Language Analysis? MMLA: A Comprehensive Benchmark
    NeurIPS 2025 ·
    Hanlei Zhang
    DBLP profile ↗ORCID search ↗
  21. ConCISE: Confidence-guided Compression in Step-by-step Efficient Reasoning
    EMNLP 2025 ·
    Ziqing Qiao
    DBLP profile ↗ORCID search ↗
  22. Continuous Visual Autoregressive Generation via Score Maximization
    ICML 2025 ·
    Chenze Shao
    DBLP profile ↗ORCID search ↗
  23. DRT: Deep Reasoning Translation via Long Chain-of-Thought
    ACL 2025 ·
    Jiaan Wang
    DBLP profile ↗ORCID search ↗
  24. DelTA: An Online Document-Level Translation Agent Based on Multi-Level Memory
    ICLR 2025 ·
    Yutong Wang
    DBLP profile ↗ORCID search ↗
  25. Dense Retrievers Can Fail on Simple Queries: Revealing The Granularity Dilemma of Embeddings
    EMNLP 2025 ·
    Liyan Xu
    DBLP profile ↗ORCID search ↗
  26. Efficient Speech Language Modeling via Energy Distance in Continuous Latent Space
    NeurIPS 2025 ·
    Zhengrui Ma
    DBLP profile ↗ORCID search ↗
  27. Enhancing Cross-Tokenizer Knowledge Distillation with Contextual Dynamical Mapping
    ACL 2025 ·
    Yijie Chen
    DBLP profile ↗ORCID search ↗
  28. FR-Spec: Accelerating Large-Vocabulary Language Models via Frequency-Ranked Speculative Sampling
    ACL 2025 ·
    Weilin Zhao
    DBLP profile ↗ORCID search ↗
  29. From Imitation to Innovation: The Emergence of Ai's Unique Artistic Styles and the Challenge of Copyright Protection
    ICCV 2025 ·
    Zexi Jia
    DBLP profile ↗ORCID search ↗
  30. LLaVE: Large Language and Vision Embedding Models with Hardness-Weighted Contrastive Learning
    EMNLP 2025 ·
    Zhibin Lan
    DBLP profile ↗ORCID search ↗
  31. Less, but Better: Efficient Multilingual Expansion for LLMs via Layer-wise Mixture-of-Experts
    ACL 2025 ·
    Xue Zhang
    DBLP profile ↗ORCID search ↗
  32. LongDPO: Unlock Better Long-form Generation Abilities for LLMs via Critique-augmented Stepwise Information
    ACL 2025 ·
    Bowen Ping
    DBLP profile ↗ORCID search ↗
  33. MCID: Multi-aspect Copyright Infringement Detection for Generated Images
    ICCV 2025 ·
    Chuanwei Huang
    DBLP profile ↗ORCID search ↗
  34. MedDiT: A Knowledge-Controlled Diffusion Transformer Framework for Dynamic Medical Image Generation in Virtual Simulated Patient
    IJCAI 2025 ·
    Yanzeng Li
    DBLP profile ↗ORCID search ↗
  35. MiniPLM: Knowledge Distillation for Pre-training Language Models
    ICLR 2025 ·
    Yuxian Gu
    DBLP profile ↗ORCID search ↗
  36. POINTS-Reader: Distillation-Free Adaptation of Vision-Language Models for Document Conversion
    EMNLP 2025 ·
    Yuan Liu
    DBLP profile ↗ORCID search ↗
  37. Personalized Language Model Learning on Text Data Without User Identifiers
    SIGKDD 2025 ·
    Yucheng Ding
    DBLP profile ↗ORCID search ↗
  38. PunchBench: Benchmarking MLLMs in Multimodal Punchline Comprehension
    ACL 2025 ·
    Kun Ouyang
    DBLP profile ↗ORCID search ↗
  39. Retrieval-Augmented Machine Translation with Unstructured Knowledge
    EMNLP 2025 ·
    Jiaan Wang
    DBLP profile ↗ORCID search ↗
  40. Secret Lies in Color: Enhancing AI-Generated Images Detection with Color Distribution Analysis
    CVPR 2025 ·
    Zexi Jia
    DBLP profile ↗ORCID search ↗
  41. THOR-MoE: Hierarchical Task-Guided and Context-Responsive Routing for Neural Machine Translation
    ACL 2025 ·
    Yunlong Liang
    DBLP profile ↗ORCID search ↗
  42. TIU-Bench: A Benchmark for Evaluating Large Multimodal Models on Text-rich Image Understanding
    EMNLP 2025 ·
    Kun Zhang
    DBLP profile ↗ORCID search ↗
  43. The Essence of Contextual Understanding in Theory of Mind: A Study on Question Answering with Story Characters
    ACL 2025 ·
    Chulun Zhou
    DBLP profile ↗ORCID search ↗
  44. The Stochastic Parrot on LLM's Shoulder: A Summative Assessment of Physical Concept Understanding
    NAACL 2025 ·
    Mo Yu
    DBLP profile ↗ORCID search ↗
  45. Understanding LLMs' Fluid Intelligence Deficiency: An Analysis of the ARC Task
    NAACL 2025 ·
    Junjie Wu
    DBLP profile ↗ORCID search ↗
  46. WalkVLM: Aid Visually Impaired People Walking by Vision Language Model
    ICCV 2025 ·
    Zhiqiang Yuan
    DBLP profile ↗ORCID search ↗
  47. AgentVerse: Facilitating Multi-Agent Collaboration and Exploring Emergent Behaviors
    ICLR 2024 ·
    Weize Chen
    DBLP profile ↗ORCID search ↗
  48. BranchNorm: Robustly Scaling Extremely Deep Transformers
    ACL 2024 ·
    Yijin Liu
    DBLP profile ↗ORCID search ↗
  49. C-LLM: Learn to Check Chinese Spelling Errors Character by Character
    EMNLP 2024 ·
    Kunting Li
    DBLP profile ↗ORCID search ↗
  50. CSCD-NS: a Chinese Spelling Check Dataset for Native Speakers
    ACL 2024 ·
    Yong Hu
    DBLP profile ↗ORCID search ↗
  51. Comments as Natural Logic Pivots: Improve Code Generation via Comment Perspective
    ACL 2024 ·
    Yijie Chen
    DBLP profile ↗ORCID search ↗
  52. Continual Learning with Semi-supervised Contrastive Distillation for Incremental Neural Machine Translation
    ACL 2024 ·
    Yunlong Liang
    DBLP profile ↗ORCID search ↗
  53. Controllable Preference Optimization: Toward Controllable Multi-Objective Alignment
    EMNLP 2024 ·
    Yiju Guo
    DBLP profile ↗ORCID search ↗
  54. Enhancing Byzantine-Resistant Aggregations with Client Embedding
    EMNLP 2024 ·
    Zhiyuan Zhang
    DBLP profile ↗ORCID search ↗
  55. Exploring Conditional Variational Mechanism to Pinyin Input Method for Addressing One-to-Many Mappings in Low-Resource Scenarios
    ACL 2024 ·
    Bin Sun
    DBLP profile ↗ORCID search ↗
  56. Exploring the Benefit of Activation Sparsity in Pre-training
    ICML 2024 ·
    Zhengyan Zhang
    DBLP profile ↗ORCID search ↗
  57. Few-Shot Character Understanding in Movies as an Assessment to Meta-Learning of Theory-of-Mind
    ICML 2024 ·
    Mo Yu
    DBLP profile ↗ORCID search ↗
  58. Fine-Grained Modeling of Narrative Context: A Coherence Perspective via Retrospective Questions
    ACL 2024 ·
    Liyan Xu
    DBLP profile ↗ORCID search ↗
  59. Generative Multi-Modal Knowledge Retrieval with Large Language Models
    AAAI 2024 ·
    Xinwei Long
    DBLP profile ↗ORCID search ↗
  60. Identifying Factual Inconsistencies in Summaries: Grounding LLM Inference via Task Taxonomy
    EMNLP 2024 ·
    Liyan Xu
    DBLP profile ↗ORCID search ↗
  61. Improving Machine Translation with Large Language Models: A Preliminary Study with Cooperative Decoding
    ACL 2024 ·
    Jiali Zeng
    DBLP profile ↗ORCID search ↗
  62. Instruction Position Matters in Sequence Generation with Large Language Models
    ACL 2024 ·
    Yijin Liu
    DBLP profile ↗ORCID search ↗
  63. LCS: A Language Converter Strategy for Zero-Shot Neural Machine Translation
    ACL 2024 ·
    Zengkui Sun
    DBLP profile ↗ORCID search ↗
  64. Language Generation with Strictly Proper Scoring Rules
    ICML 2024 ·
    Chenze Shao
    DBLP profile ↗ORCID search ↗
  65. Large Language Models Are Not Robust Multiple Choice Selectors
    ICLR 2024 ·
    Chujie Zheng
    DBLP profile ↗ORCID search ↗
  66. MAVEN-ARG: Completing the Puzzle of All-in-One Event Understanding Dataset with Event Argument Annotation
    ACL 2024 ·
    Xiaozhi Wang
    DBLP profile ↗ORCID search ↗
  67. Multi-Level Cross-Modal Alignment for Speech Relation Extraction
    EMNLP 2024 ·
    Liang Zhang
    DBLP profile ↗ORCID search ↗
  68. On Large Language Models' Hallucination with Regard to Known Facts
    NAACL 2024 ·
    Che Jiang
    DBLP profile ↗ORCID search ↗
  69. On Prompt-Driven Safeguarding for Large Language Models
    ICML 2024 ·
    Chujie Zheng
    DBLP profile ↗ORCID search ↗
  70. On the token distance modeling ability of higher RoPE attention dimension
    EMNLP 2024 ·
    Xiangyu Hong
    DBLP profile ↗ORCID search ↗
  71. Outdated Issue Aware Decoding for Factual Knowledge Editing
    ACL 2024 ·
    Zengkui Sun
    DBLP profile ↗ORCID search ↗
  72. Plot Retrieval as an Assessment of Abstract Semantic Association
    ACL 2024 ·
    Shicheng Xu
    DBLP profile ↗ORCID search ↗
  73. TasTe: Teaching Large Language Models to Translate through Self-Reflection
    ACL 2024 ·
    Yutong Wang
    DBLP profile ↗ORCID search ↗
  74. Teaching Large Language Models to Translate with Comparison
    AAAI 2024 ·
    Jiali Zeng
    DBLP profile ↗ORCID search ↗
  75. Tell Me More! Towards Implicit User Intention Understanding of Language Model Driven Agents
    ACL 2024 ·
    Cheng Qian
    DBLP profile ↗ORCID search ↗
  76. ToolLLM: Facilitating Large Language Models to Master 16000+ Real-world APIs
    ICLR 2024 ·
    Yujia Qin
    DBLP profile ↗ORCID search ↗
  77. Towards Codable Watermarking for Injecting Multi-Bits Information to LLMs
    ICLR 2024 ·
    Lean Wang
    DBLP profile ↗ORCID search ↗
  78. Towards Multiple References Era - Addressing Data Leakage and Limited Reference Diversity in Machine Translation Evaluation
    ACL 2024 ·
    Xianfeng Zeng
    DBLP profile ↗ORCID search ↗
  79. Translatotron-V(ison): An End-to-End Model for In-Image Machine Translation
    ACL 2024 ·
    Zhibin Lan
    DBLP profile ↗ORCID search ↗
  80. Tree-of-Reasoning Question Decomposition for Complex Question Answering with Large Language Models
    AAAI 2024 ·
    Kun Zhang
    DBLP profile ↗ORCID search ↗
  81. Trust in Internal or External Knowledge? Generative Multi-Modal Entity Linking with Knowledge Retriever
    ACL 2024 ·
    Xinwei Long
    DBLP profile ↗ORCID search ↗
  82. Understanding and Addressing the Under-Translation Problem from the Perspective of Decoding Objective
    ACL 2024 ·
    Chenze Shao
    DBLP profile ↗ORCID search ↗
  83. Unsupervised Information Refinement Training of Large Language Models for Retrieval-Augmented Generation
    ACL 2024 ·
    Shicheng Xu
    DBLP profile ↗ORCID search ↗
  84. Watch Out for Your Agents! Investigating Backdoor Threats to LLM-Based Agents
    NeurIPS 2024 ·
    Wenkai Yang
    DBLP profile ↗ORCID search ↗
  85. XAL: EXplainable Active Learning Makes Classifiers Better Low-resource Learners
    NAACL 2024 ·
    Yun Luo
    DBLP profile ↗ORCID search ↗