PPaperPicks

Liang Zhang

49 papers at tracked venues · 31 at CORE A* · active 2024–2026

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Venues

ACL ×10EMNLP ×8NeurIPS ×7AAAI ×6MICCAI ×4ICLR ×2ICML ×2NAACL ×2SIGKDD ×2ACM MM ×1AISTATS ×1ECAI ×1ICDE ×1IROS ×1WSDM ×1

Frequent coauthors

Qiuyu Zhu
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Nan An
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Bingcong Li
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Anwen Hu
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Liangyu Chen
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Xiangjian Zeng
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Shaojie Wang
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Guoqi Ma
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Yuhan Wang
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Yichen Xu
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Jiangkai Wu
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Hui Li
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Papers

  1. ChartEditor: A Reinforcement Learning Framework for Robust Chart Editing
    AAAI 2026 ·
    Liangyu Chen
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  2. FDC-Ground: Improving GRPO for GUI Grounding via Exponential Rewards and Fact-Aligned Pruning
    AAAI 2026 ·
    Xiangjian Zeng
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  3. From Implicit to Explicit: Token-Efficient Logical Supervision for Mathematical Reasoning in LLMs
    ACL 2026 ·
    Shaojie Wang
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  4. HCRE: LLM-based Hierarchical Classification for Cross-Document Relation Extraction with a Prediction-then-Verification Strategy
    ACL 2026 ·
    Guoqi Ma
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  5. IMPACTNet: Unifying Auto-bidding in End-to-End Merged Auctions
    SIGKDD 2026 ·
    Yuhan Wang
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  6. POLYCHARTQA: Benchmarking Large Vision-Language Models with Multilingual Chart Question Answering
    ACL 2026 ·
    Yichen Xu
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  7. Promptus: Can Prompt Streaming Replace Video Streaming
    AAAI 2026 ·
    Jiangkai Wu
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  8. SubGCache: Accelerating Graph-based RAG with Subgraph-level KV Cache
    AAAI 2026 ·
    Qiuyu Zhu
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  9. A Multi-Agent Framework with Automated Decision Rule Optimization for Cross-Domain Misinformation Detection
    EMNLP 2025 ·
    Hui Li
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  10. A Multi-Branch Framework for Cross-Domain Vessel Segmentation via the Few-Shot Paradigm
    MICCAI 2025 ·
    Zihang Huang
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  11. A Self-Denoising Model for Robust Few-Shot Relation Extraction
    ACL 2025 · Liang Zhang
  12. Advancing SMoE for Continuous Domain Adaptation of MLLMs: Adaptive Router and Domain-Specific Loss
    ACL 2025 · Liang Zhang
  13. Beyond Last-Click: An Optimal Mechanism for Ad Attribution
    NeurIPS 2025 ·
    Nan An
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  14. ChartM3: Benchmarking Chart Editing with Multimodal Instructions
    ACM MM 2025 ·
    Donglu Yang
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  15. Dynamic Feature Fusion for Sign Language Translation Using HyperNetworks
    NAACL 2025 ·
    Ruiquan Zhang
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  16. Enhancing Interpretability in Deep Reinforcement Learning through Semantic Clustering
    NeurIPS 2025 · Liang Zhang
  17. Generative Human Trajectory Recovery via Embedding-Space Conditional Diffusion
    ICML 2025 ·
    Kaijun Liu
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  18. HHGT: Hierarchical Heterogeneous Graph Transformer for Heterogeneous Graph Representation Learning
    WSDM 2025 ·
    Qiuyu Zhu
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  19. How Is LLM Reasoning Distracted by Irrelevant Context? An Analysis Using a Controlled Benchmark
    EMNLP 2025 ·
    Minglai Yang
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  20. ISAC: Redefining the Vascular Segmentation Paradigm Through Mask Completion for Cross-Domain Generalization
    MICCAI 2025 ·
    Tianyu Zhao
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  21. LLM-OREF: An Open Relation Extraction Framework Based on Large Language Models
    EMNLP 2025 ·
    Hongyao Tu
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  22. LLMs Can Achieve High-quality Simultaneous Machine Translation as Efficiently as Offline
    ACL 2025 ·
    Biao Fu
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  23. Merging Mechanisms for Ads and Organic Items in E-commerce Platforms
    AAAI 2025 ·
    Nan An
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  24. Natural Humanoid Robot Locomotion with Generative Motion Prior
    IROS 2025 ·
    Haodong Zhang
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  25. On the Crucial Role of Initialization for Matrix Factorization
    ICLR 2025 ·
    Bingcong Li
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  26. Optimizing Case-Based Reasoning System for Functional Test Script Generation with Large Language Models
    SIGKDD 2025 ·
    Siyuan Guo
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  27. PoLAR: Polar-Decomposed Low-Rank Adapter Representation
    NeurIPS 2025 ·
    Kai Lion
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  28. SR-SAM: Subspace Regularization for Domain Generalization of Segment Anything Model
    MICCAI 2025 ·
    Xixi Jiang
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  29. TemSAM: Temporal-Aware Segment Anything Model for Cerebrovascular Segmentation in Digital Subtraction Angiography Sequences
    MICCAI 2025 · Liang Zhang
  30. Time-R1: Post-Training Large Vision Language Model for Temporal Video Grounding
    NeurIPS 2025 ·
    Ye Wang
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  31. Unilaw-R1: A Large Language Model for Legal Reasoning with Reinforcement Learning and Iterative Inference
    EMNLP 2025 ·
    Hua Cai
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  32. Venus-MAXWELL: Efficient Learning of Protein-Mutation Stability Landscapes using Protein Language Models
    NeurIPS 2025 ·
    Yuanxi Yu
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  33. Zeroth-Order Optimization Finds Flat Minima
    NeurIPS 2025 · Liang Zhang
  34. mPLUG-DocOwl2: High-resolution Compressing for OCR-free Multi-page Document Understanding
    ACL 2025 ·
    Anwen Hu
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  35. CLIMBER: Pivot-Based Approximate Similarity Search Over Big Data Series
    ICDE 2024 · Liang Zhang
  36. Causality-Inspired Spatial-Temporal Explanations for Dynamic Graph Neural Networks
    ICLR 2024 ·
    Kesen Zhao
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  37. Conditional Variational Autoencoder for Sign Language Translation with Cross-Modal Alignment
    AAAI 2024 ·
    Rui Zhao
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  38. DPZero: Private Fine-Tuning of Language Models without Backpropagation
    ICML 2024 · Liang Zhang
  39. Generalization Bounds of Nonconvex-(Strongly)-Concave Stochastic Minimax Optimization
    AISTATS 2024 ·
    Siqi Zhang
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  40. Implicit Regularization of Sharpness-Aware Minimization for Scale-Invariant Problems
    NeurIPS 2024 ·
    Bingcong Li
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  41. Improving Non-Autoregressive Sign Language Translation with Random Ordering Progressive Prediction Pretraining
    ECAI 2024 ·
    Pei Yu
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  42. Less is More: Mitigating Multimodal Hallucination from an EOS Decision Perspective
    ACL 2024 ·
    Zihao Yue
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  43. Multi-Level Cross-Modal Alignment for Speech Relation Extraction
    EMNLP 2024 · Liang Zhang
  44. One2Set + Large Language Model: Best Partners for Keyphrase Generation
    EMNLP 2024 ·
    Liangying Shao
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  45. Respond in my Language: Mitigating Language Inconsistency in Response Generation based on Large Language Models
    ACL 2024 · Liang Zhang
  46. Signer Diversity-driven Data Augmentation for Signer-Independent Sign Language Translation
    NAACL 2024 ·
    Honghaofu Honghaofu
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  47. TinyChart: Efficient Chart Understanding with Program-of-Thoughts Learning and Visual Token Merging
    EMNLP 2024 · Liang Zhang
  48. Towards Better Graph-based Cross-document Relation Extraction via Non-bridge Entity Enhancement and Prediction Debiasing
    ACL 2024 ·
    Hao Yue
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  49. mPLUG-DocOwl 1.5: Unified Structure Learning for OCR-free Document Understanding
    EMNLP 2024 ·
    Anwen Hu
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