PPaperPicks

Chang Liu

50 papers at tracked venues · 39 at CORE A* · active 2024–2026

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Venues

AAAI ×12ICCV ×9ACL ×5CVPR ×3MICCAI ×3SIGIR ×3EMNLP ×2NeurIPS ×2SIGMOD ×2ACM MM ×1ECCV ×1EDBT ×1ICML ×1IROS ×1InterSpeech ×1NAACL ×1WACV ×1WWW ×1

Frequent coauthors

Zesen Cheng
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Aoting Zhang
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Yian Zhao
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Shuxia Lin
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Bo Gao
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Yimeng Bai
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Ruochong Zheng
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Zimo Yan
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Xiao Zhao
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Zhaowei Liu
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Xinchi Zou
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Yiheng Tao
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Papers

  1. Adaptive-Learngene: Continual Expansion and Task-Aware Selection of Learngenes for Dynamic Environments
    AAAI 2026 ·
    Shuxia Lin
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  2. BOOKAGENT: Orchestrating Safety-Aware Visual Narratives via Multi-Agent Cognitive Calibration
    ACL 2026 ·
    Bo Gao
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  3. Bi-Level Optimization for Generative Recommendation: Bridging Tokenization and Generation
    SIGIR 2026 ·
    Yimeng Bai
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  4. BiHiTo: Biomolecular Hierarchy-inspired Tokenization
    AAAI 2026 ·
    Ruochong Zheng
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  5. Bridging Distance and Spectral Positional Encodings via Anchor-Based Diffusion Geometry Approximation
    ACL 2026 ·
    Zimo Yan
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  6. CoT-VLNBench: A Benchmark for Visual Chain-of-Thought Reasoning in Vision-Language-Navigation Robots
    AAAI 2026 ·
    Xiao Zhao
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  7. Collaborative Subgraph Learning based Spectrum Sensing under Partial Observations
    WWW 2026 ·
    Zhaowei Liu
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  8. DCGL: Dual-Channel Graph Learning with Large Language Models for Knowledge-Aware Recommendation
    SIGIR 2026 ·
    Xinchi Zou
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  9. Divergent Thinking: Escape the Homogeneity Trap in Generative Commonsense Reasoning
    ACL 2026 ·
    Yiheng Tao
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  10. MTSP-LDP: A Framework for Multi-Task Streaming Data Publication under Local Differential Privacy
    SIGMOD 2026 · Chang Liu
  11. Me-Agent: A Personalized Mobile Agent with Two-Level User Habit Learning for Enhanced Interaction
    ACL 2026 ·
    Shuoxin Wang
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  12. PrepRet: Automated Data Preparation Pipeline Selection for Neural Retrieval
    SIGIR 2026 ·
    Jing Chang
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  13. ProAR: Probabilistic Autoregressive Modeling for Molecular Dynamics
    AAAI 2026 ·
    Kaiwen Cheng
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  14. Proximity-Based Multi-Turn Optimization: Practical Credit Assignment for LLM Agent Training
    ACL 2026 ·
    Yangyi Fang
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  15. S2D-Align: Shallow-to-Deep Auxiliary Learning for Anatomically-Grounded Radiology Report Generation
    AAAI 2026 ·
    Jiechao Gao
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  16. SCIR: A Self-Correcting Iterative Refinement Framework for Enhanced Information Extraction Based on Schema
    AAAI 2026 ·
    Yushen Fang
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  17. TDSQL-Boundless: A Distributed Database System for Large-scale Heterogeneous Multi-Table Workloads
    SIGMOD 2026 ·
    Yuxing Chen
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  18. Advancing Myopia To Holism: Fully Contrastive Language-Image Pre-training
    CVPR 2025 ·
    Haicheng Wang
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  19. Aligning Instance Brownian Bridge with Texts for Open-Vocabulary Video Instance Segmentation
    AAAI 2025 ·
    Zesen Cheng
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  20. DCA: Dividing and Conquering Amnesia in Incremental Object Detection
    AAAI 2025 ·
    Aoting Zhang
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  21. DCMKC: A Dual Consistency Matching Approach for Multi-hop Question Answering in LLMs
    EMNLP 2025 ·
    Xinyi Wang
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  22. Do LLMs Know and Understand Domain Conceptual Knowledge?
    EMNLP 2025 ·
    Sijia Shen
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  23. EMIFS: Efficient Multi-scale Information Fusion Self-supervision for Medical Image Segmentation
    ACM MM 2025 ·
    Luyao Ren
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  24. GCRayDiffusion: Pose-Free Surface Reconstruction via Geometric Consistent Ray Diffusion
    ICCV 2025 ·
    Li-Heng Chen
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  25. Haptic-ACT: Bridging Human Intuition with Compliant Robotic Manipulation via Immersive VR
    IROS 2025 ·
    Kelin Li
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  26. HumanSAM: Classifying Human-Centric Forgery Videos in Human Spatial, Appearance, and Motion Anomaly
    ICCV 2025 · Chang Liu
  27. Linguistics-aware Masked Image Modeling for Self-supervised Scene Text Recognition
    CVPR 2025 ·
    Yifei Zhang
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  28. Long-term Intracortical Neural activity and Kinematics (LINK): An intracortical neural dataset for chronic brain-machine interfaces, neuroscience, and machine learning
    NeurIPS 2025 ·
    Hisham Temmar
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  29. MUSE-VL: Modeling Unified VLM through Semantic Discrete Encoding
    ICCV 2025 ·
    Rongchang Xie
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  30. Marker-Less Head Pose Tracking for Image-Guided Cerebral Artery Navigation
    MICCAI 2025 ·
    Qiuying Wang
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  31. Near-Optimal Sample Complexity for Online Constrained MDPs
    NeurIPS 2025 · Chang Liu
  32. Orthus: Autoregressive Interleaved Image-Text Generation with Modality-Specific Heads
    ICML 2025 ·
    Siqi Kou
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  33. Robust Heterogeneous Graph Classification for Molecular Property Prediction with Information Bottleneck
    AAAI 2025 ·
    Zhibin Ni
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  34. SaD: A Scenario-Aware Discriminator for Speech Enhancement
    InterSpeech 2025 ·
    Xihao Yuan
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  35. Scenepainter: Semantically Consistent Perpetual 3D Scene Generation with Concept Relation Alignment
    ICCV 2025 ·
    Chong Xia
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  36. Specifying What You Know or Not for Multi-Label Class-Incremental Learning
    AAAI 2025 ·
    Aoting Zhang
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  37. Street TryOn: Learning In-the-Wild Virtual Try-On from Unpaired Person Images
    WACV 2025 ·
    Aiyu Cui
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  38. SynBalance: Harnessing Synthetic Data in Long-tailed Recognition
    ICCV 2025 ·
    Zhongyu Jiang
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  39. TAD-E2E: A Large-Scale End-to-End Autonomous Driving Dataset
    ICCV 2025 · Chang Liu
  40. Temporal-Aware Query Routing for Real-Time Video Instance Segmentation
    ICCV 2025 ·
    Zesen Cheng
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  41. Tune-Your-Style: Intensity-Tunable 3D Style Transfer with Gaussian Splatting
    ICCV 2025 ·
    Yian Zhao
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  42. UnZipLoRA: Separating Content and Style from a Single Image
    ICCV 2025 · Chang Liu
  43. VBCD: A Voxel-Based Framework for Personalized Dental Crown Design
    MICCAI 2025 ·
    Linda Wei
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  44. iSegMan: Interactive Segment-and-Manipulate 3D Gaussians
    CVPR 2025 ·
    Yian Zhao
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  45. Analysis of Open Government Datasets From a Data Design and Integration Perspective
    EDBT 2024 ·
    Arif Usta
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  46. Aspect-based Sentiment Analysis with Context Denoising
    NAACL 2024 ·
    Yuanhe Tian
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  47. Bootstrapping Large Language Models for Radiology Report Generation
    AAAI 2024 · Chang Liu
  48. Cut to the Mix: Simple Data Augmentation Outperforms Elaborate Ones in Limited Organ Segmentation Datasets
    MICCAI 2024 · Chang Liu
  49. H-V2X: A Large Scale Highway Dataset for BEV Perception
    ECCV 2024 · Chang Liu
  50. Quantum Interference Model for Semantic Biases of Glosses in Word Sense Disambiguation
    AAAI 2024 ·
    Junwei Zhang
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