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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

Jie Chen
×6
Yian Zhao
×4
Ruochong Zheng
×3
Zhiwei Nie
×3
Mingxu Zhu
×3
Zesen Cheng
×3
Yu Zhou
×3
Yutian Liu
×2
Youdong Mao
×2
Zheng Xie
×2
Xiao Zhao
×2
Zheyuan Zhang
×2

Papers

  1. Adaptive-Learngene: Continual Expansion and Task-Aware Selection of Learngenes for Dynamic Environments
    AAAI 2026 ·
    Shuxia Lin
    ,
    Qiufeng Wang
    , Chang Liu,
    Xu Yang
    ,
    Xin Geng
  2. BOOKAGENT: Orchestrating Safety-Aware Visual Narratives via Multi-Agent Cognitive Calibration
    ACL 2026 ·
    Bo Gao
    , Chang Liu,
    Yuyang Miao
    ,
    Siyuan Ma
    ,
    Ser-Nam Lim
  3. Bi-Level Optimization for Generative Recommendation: Bridging Tokenization and Generation
    SIGIR 2026 ·
    Yimeng Bai
    , Chang Liu,
    Yang Zhang
    ,
    Dingxian Wang
    ,
    Frank Yang
    ,
    Andrew Rabinovich
    ,
    Wenge Rong
    ,
    Fuli Feng
  4. BiHiTo: Biomolecular Hierarchy-inspired Tokenization
    AAAI 2026 ·
    Ruochong Zheng
    ,
    Yutian Liu
    ,
    Yian Zhao
    ,
    Zhiwei Nie
    ,
    Xuehan Hou
    , Chang Liu,
    Siwei Ma
    ,
    Youdong Mao
    ,
    Jie Chen
  5. Bridging Distance and Spectral Positional Encodings via Anchor-Based Diffusion Geometry Approximation
    ACL 2026 ·
    Zimo Yan
    ,
    Zheng Xie
    ,
    Runfan Duan
    , Chang Liu,
    Wumei Du
  6. CoT-VLNBench: A Benchmark for Visual Chain-of-Thought Reasoning in Vision-Language-Navigation Robots
    AAAI 2026 ·
    Xiao Zhao
    , Chang Liu,
    Ruiteng Ji
    ,
    Zheyuan Zhang
    ,
    Mingxu Zhu
    ,
    Linna Song
    ,
    Zhe Ren
    ,
    Qingliang Luo
    ,
    Yuhang Gao
    ,
    Zhaolong Du
    ,
    Chufan Guo
    ,
    Kuifeng Su
  7. Collaborative Subgraph Learning based Spectrum Sensing under Partial Observations
    WWW 2026 ·
    Zhaowei Liu
    , Chang Liu,
    Dong Yang
    ,
    Weiqing Yan
    ,
    Yongchao Song
    ,
    Anzuo Jiang
  8. DCGL: Dual-Channel Graph Learning with Large Language Models for Knowledge-Aware Recommendation
    SIGIR 2026 ·
    Xinchi Zou
    ,
    Tongzhenzhi Su
    ,
    Jianjun Li
    ,
    Yuan Fu
    , Chang Liu,
    Zhiying Deng
    ,
    Zhiwei Shen
  9. Divergent Thinking: Escape the Homogeneity Trap in Generative Commonsense Reasoning
    ACL 2026 ·
    Yiheng Tao
    ,
    Kaiwen Cheng
    ,
    Zhiwei Nie
    , Chang Liu,
    Jie Chen
  10. MTSP-LDP: A Framework for Multi-Task Streaming Data Publication under Local Differential Privacy
    SIGMOD 2026 · Chang Liu,
    Junzhou Zhao
  11. Me-Agent: A Personalized Mobile Agent with Two-Level User Habit Learning for Enhanced Interaction
    ACL 2026 ·
    Shuoxin Wang
    , Chang Liu,
    Gowen Loo
    ,
    Lifan Zheng
    ,
    Kaiwen Wei
    ,
    Huanqian Yan
    ,
    Xinyi Zeng
    ,
    Jingyuan Zhang
    ,
    Yu Tian
  12. PrepRet: Automated Data Preparation Pipeline Selection for Neural Retrieval
    SIGIR 2026 ·
    Jing Chang
    , Chang Liu
  13. ProAR: Probabilistic Autoregressive Modeling for Molecular Dynamics
    AAAI 2026 ·
    Kaiwen Cheng
    ,
    Yutian Liu
    ,
    Zhiwei Nie
    ,
    Mujie Lin
    ,
    Yanzhen Hou
    ,
    Yiheng Tao
    , Chang Liu,
    Jie Chen
    ,
    Youdong Mao
    ,
    Yonghong Tian
  14. Proximity-Based Multi-Turn Optimization: Practical Credit Assignment for LLM Agent Training
    ACL 2026 ·
    Yangyi Fang
    ,
    Jiaye Lin
    ,
    Xiaoliang Fu
    ,
    Cong Qin
    ,
    Haolin Shi
    , Chang Liu
  15. S2D-Align: Shallow-to-Deep Auxiliary Learning for Anatomically-Grounded Radiology Report Generation
    AAAI 2026 ·
    Jiechao Gao
    , Chang Liu,
    Yuangang Li
  16. SCIR: A Self-Correcting Iterative Refinement Framework for Enhanced Information Extraction Based on Schema
    AAAI 2026 ·
    Yushen Fang
    ,
    Jianjun Li
    ,
    Mingqian Ding
    , Chang Liu,
    Xinchi Zou
    ,
    Wenqi Yang
  17. TDSQL-Boundless: A Distributed Database System for Large-scale Heterogeneous Multi-Table Workloads
    SIGMOD 2026 ·
    Yuxing Chen
    ,
    Jie Jiang
    ,
    Xiaolong He
    ,
    Ziyi Lu
    ,
    Shuo Han
    ,
    Anqun Pan
    ,
    Chong Zhu
    , Chang Liu,
    Xuan Zhao
    ,
    Yu Li
    ,
    Yan Tang
    ,
    Dongzhi Zhao
    ,
    Wen Zhang
    ,
    Hailin Lei
    ,
    Lixiong Zheng
    ,
    Feng Zhang
    ,
    Mingde Zhang
    ,
    Yiteng Chu
    ,
    Wei Lu
    ,
    Yunpeng Chai
    ,
    Xiaoyong Du
  18. Advancing Myopia To Holism: Fully Contrastive Language-Image Pre-training
    CVPR 2025 ·
    Haicheng Wang
    ,
    Chen Ju
    ,
    Weixiong Lin
    ,
    Shuai Xiao
    ,
    Mengting Chen
    ,
    Yixuan Huang
    , Chang Liu,
    Mingshuai Yao
    ,
    Jinsong Lan
    ,
    Ying Chen
    ,
    Qingwen Liu
    ,
    Yanfeng Wang
  19. Aligning Instance Brownian Bridge with Texts for Open-Vocabulary Video Instance Segmentation
    AAAI 2025 ·
    Zesen Cheng
    ,
    Kehan Li
    ,
    Hao Li
    ,
    Peng Jin
    ,
    Xiawu Zheng
    , Chang Liu,
    Jie Chen
  20. DCA: Dividing and Conquering Amnesia in Incremental Object Detection
    AAAI 2025 ·
    Aoting Zhang
    ,
    Dongbao Yang
    , Chang Liu,
    Xiaopeng Hong
    ,
    Miao Shang
    ,
    Yu Zhou
  21. DCMKC: A Dual Consistency Matching Approach for Multi-hop Question Answering in LLMs
    EMNLP 2025 ·
    Xinyi Wang
    ,
    Yiping Song
    , Chang Liu,
    Tingjin Luo
    ,
    Bo Liu
    ,
    Zheng Xie
    ,
    Minlie Huang
  22. Do LLMs Know and Understand Domain Conceptual Knowledge?
    EMNLP 2025 ·
    Sijia Shen
    ,
    Feiyan Jiang
    ,
    Peiyan Wang
    ,
    Yubo Feng
    ,
    Yuchen Jiang
    , Chang Liu
  23. EMIFS: Efficient Multi-scale Information Fusion Self-supervision for Medical Image Segmentation
    ACM MM 2025 ·
    Luyao Ren
    ,
    Wenxin Yu
    ,
    Zhiqiang Zhang
    , Chang Liu
  24. GCRayDiffusion: Pose-Free Surface Reconstruction via Geometric Consistent Ray Diffusion
    ICCV 2025 ·
    Li-Heng Chen
    ,
    Zi-Xin Zou
    , Chang Liu,
    Tianjiao Jing
    ,
    Yan-Pei Cao
    ,
    Shi-Sheng Huang
    ,
    Hongbo Fu
    ,
    Hua Huang
  25. Haptic-ACT: Bridging Human Intuition with Compliant Robotic Manipulation via Immersive VR
    IROS 2025 ·
    Kelin Li
    ,
    Shubham M. Wagh
    ,
    Nitish Sharma
    ,
    Saksham Bhadani
    ,
    Wei Chen
    , Chang Liu,
    Petar Kormushev
  26. HumanSAM: Classifying Human-Centric Forgery Videos in Human Spatial, Appearance, and Motion Anomaly
    ICCV 2025 · Chang Liu,
    Yunfan Ye
    ,
    Fan Zhang
    ,
    Qingyang Zhou
    ,
    Yuchuan Luo
    ,
    Zhiping Cai
  27. Linguistics-aware Masked Image Modeling for Self-supervised Scene Text Recognition
    CVPR 2025 ·
    Yifei Zhang
    , Chang Liu,
    Jin Wei
    ,
    Xiaomeng Yang
    ,
    Yu Zhou
    ,
    Can Ma
    ,
    Xiangyang Ji
  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
    ,
    Yixuan Wang
    ,
    Nina Gill
    ,
    Nicholas Mellon
    , Chang Liu,
    Luis Cubillos
    ,
    Rio Parsons
    ,
    Joseph T. Costello
    ,
    Matteo Ceradini
    ,
    Madison Kelberman
    ,
    Matthew Mender
    ,
    Aren Hite
    ,
    Dylan Wallace
    ,
    Samuel R. Nason-Tomaszewski
    ,
    Parag G. Patil
    ,
    Matt S. Willsey
    ,
    Anne Draelos
    ,
    Cynthia A. Chestek
  29. MUSE-VL: Modeling Unified VLM through Semantic Discrete Encoding
    ICCV 2025 ·
    Rongchang Xie
    ,
    Chen Du
    ,
    Ping Song
    , Chang Liu
  30. Marker-Less Head Pose Tracking for Image-Guided Cerebral Artery Navigation
    MICCAI 2025 ·
    Qiuying Wang
    ,
    Pandeng Zhang
    ,
    Dewei Chen
    ,
    Hao Tang
    , Chang Liu,
    Jia Liu
  31. Near-Optimal Sample Complexity for Online Constrained MDPs
    NeurIPS 2025 · Chang Liu,
    Yunfan Li
    ,
    Lin F. Yang
  32. Orthus: Autoregressive Interleaved Image-Text Generation with Modality-Specific Heads
    ICML 2025 ·
    Siqi Kou
    ,
    Jiachun Jin
    ,
    Zhihong Liu
    , Chang Liu,
    Ye Ma
    ,
    Jian Jia
    ,
    Quan Chen
    ,
    Peng Jiang
    ,
    Zhijie Deng
  33. Robust Heterogeneous Graph Classification for Molecular Property Prediction with Information Bottleneck
    AAAI 2025 ·
    Zhibin Ni
    , Chang Liu,
    Hai Wan
    ,
    Xibin Zhao
  34. SaD: A Scenario-Aware Discriminator for Speech Enhancement
    InterSpeech 2025 ·
    Xihao Yuan
    ,
    Siqi Liu
    ,
    Yan Chen
    ,
    Hang Zhou
    , Chang Liu,
    Hanting Chen
    ,
    Jie Hu
  35. Scenepainter: Semantically Consistent Perpetual 3D Scene Generation with Concept Relation Alignment
    ICCV 2025 ·
    Chong Xia
    ,
    Shengjun Zhang
    ,
    Fangfu Liu
    , Chang Liu,
    Khodchaphun Hirunyaratsameewong
    ,
    Yueqi Duan
  36. Specifying What You Know or Not for Multi-Label Class-Incremental Learning
    AAAI 2025 ·
    Aoting Zhang
    ,
    Dongbao Yang
    , Chang Liu,
    Xiaopeng Hong
    ,
    Yu Zhou
  37. Street TryOn: Learning In-the-Wild Virtual Try-On from Unpaired Person Images
    WACV 2025 ·
    Aiyu Cui
    ,
    Jay Mahajan
    ,
    Viraj Shah
    ,
    Preeti Gomathinayagam
    , Chang Liu,
    Svetlana Lazebnik
  38. SynBalance: Harnessing Synthetic Data in Long-tailed Recognition
    ICCV 2025 ·
    Zhongyu Jiang
    ,
    Jiarui Cai
    , Chang Liu,
    Dongsheng An
    ,
    Jonathan Wu
  39. TAD-E2E: A Large-Scale End-to-End Autonomous Driving Dataset
    ICCV 2025 · Chang Liu,
    Mingxu Zhu
    ,
    Zheyuan Zhang
    ,
    Linna Song
    ,
    Xiao Zhao
    ,
    Qingliang Luo
    ,
    Qi Wang
    ,
    Chufan Guo
    ,
    Kuifeng Su
  40. Temporal-Aware Query Routing for Real-Time Video Instance Segmentation
    ICCV 2025 ·
    Zesen Cheng
    ,
    Kehan Li
    ,
    Yian Zhao
    ,
    Hang Zhang
    , Chang Liu,
    Jie Chen
  41. Tune-Your-Style: Intensity-Tunable 3D Style Transfer with Gaussian Splatting
    ICCV 2025 ·
    Yian Zhao
    ,
    Rushi Ye
    ,
    Ruochong Zheng
    ,
    Zesen Cheng
    ,
    Chaoran Feng
    ,
    Jiashu Yang
    ,
    Pengchong Qiao
    , Chang Liu,
    Jie Chen
  42. UnZipLoRA: Separating Content and Style from a Single Image
    ICCV 2025 · Chang Liu,
    Viraj Shah
    ,
    Aiyu Cui
    ,
    Svetlana Lazebnik
  43. VBCD: A Voxel-Based Framework for Personalized Dental Crown Design
    MICCAI 2025 ·
    Linda Wei
    , Chang Liu,
    Wenran Zhang
    ,
    Zengji Zhang
    ,
    Shaoting Zhang
    ,
    Hongsheng Li
  44. iSegMan: Interactive Segment-and-Manipulate 3D Gaussians
    CVPR 2025 ·
    Yian Zhao
    ,
    Wanshi Xu
    ,
    Ruochong Zheng
    ,
    Pengchong Qiao
    , Chang Liu,
    Jie Chen
  45. Analysis of Open Government Datasets From a Data Design and Integration Perspective
    EDBT 2024 ·
    Arif Usta
    , Chang Liu,
    Semih Salihoglu
  46. Aspect-based Sentiment Analysis with Context Denoising
    NAACL 2024 ·
    Yuanhe Tian
    , Chang Liu,
    Yan Song
    ,
    Fei Xia
    ,
    Yongdong Zhang
  47. Bootstrapping Large Language Models for Radiology Report Generation
    AAAI 2024 · Chang Liu,
    Yuanhe Tian
    ,
    Weidong Chen
    ,
    Yan Song
    ,
    Yongdong Zhang
  48. Cut to the Mix: Simple Data Augmentation Outperforms Elaborate Ones in Limited Organ Segmentation Datasets
    MICCAI 2024 · Chang Liu,
    Fuxin Fan
    ,
    Annette Schwarz
    ,
    Andreas K. Maier
  49. H-V2X: A Large Scale Highway Dataset for BEV Perception
    ECCV 2024 · Chang Liu,
    Mingxu Zhu
    ,
    Cong Ma
  50. Quantum Interference Model for Semantic Biases of Glosses in Word Sense Disambiguation
    AAAI 2024 ·
    Junwei Zhang
    ,
    Ruifang He
    ,
    Fengyu Guo
    , Chang Liu