PPaperPicks

Yang Liu

124 papers at tracked venues · 92 at CORE A* · active 2024–2026

DBLP profile ↗ORCID search ↗

Venues

ACL ×29AAAI ×14NeurIPS ×11ICCV ×9EMNLP ×8CVPR ×6ICLR ×5ACM MM ×4ICML ×3IJCAI ×3IROS ×3ISWC ×3InterSpeech ×3MICCAI ×3VLDB ×3ECCV ×2ICDE ×2NAACL ×2WWW ×2ASE ×1CHI ×1EACL ×1FM ×1ICDAR ×1ICRA ×1OSDI ×1SIGIR ×1WACV ×1

Frequent coauthors

Wei Hu
×5
Weizhi Ma
×5
Jianing Wang
×5
Hao Sun
×4
Zichen Tang
×3
Haihong E
×3
Rongjin Li
×3
Jiacheng Liu
×3
Zhongjun Yang
×3
Walid Ahmed
×3
Chenhui Chu
×3
Zhenhong Zhou
×3

Papers

  1. ACRM: Multi-Agent Trajectory Learning for Automated Credit Risk Model Refreshing in Production
    ACL 2026 ·
    Liangzu Liu
    ,
    Mengzhe Ruan
    ,
    Xiaotian Chen
    ,
    HaonanChen
    ,
    XudongNiu
    ,
    Wendi Yuan
    ,
    YuechenLi
    , Yang Liu,
    Guanjun Wang
  2. Addressing Polarization and Unfairness in Performative Prediction
    AAAI 2026 ·
    Kun Jin
    ,
    Tian Xie
    , Yang Liu,
    Xueru Zhang
  3. Byte-token Enhanced Language Models for Temporal Point Processes Analysis
    WWW 2026 ·
    Quyu Kong
    ,
    Yixuan Zhang
    , Yang Liu,
    Panrong Tong
    ,
    Enqi Liu
    ,
    Feng Zhou
  4. Community-Aware Assessment of Social Textual Engagement and Resonance: A Human-Centric Perspective on User-Generated Content Evaluation
    ACL 2026 ·
    Tianjiao Li
    ,
    Kai Zhao
    ,
    Xiang Li
    , Yang Liu,
    Huyang Sun
  5. Covariance Matrix-Driven Image Channel Allocation for Multimodal Fake News Detection
    ACL 2026 ·
    Zongliang Han
    ,
    Wenyu Guo
    ,
    Guoqing Jin
    , Yang Liu,
    Yan Song
    ,
    Dong Yu
    ,
    Wang Min
  6. Decoding Scientific Experimental Images: The SPUR Benchmark for Perception, Understanding, and Reasoning
    ACL 2026 ·
    Junpeng Ding
    ,
    Zichen Tang
    ,
    Haihong E
    ,
    Mengyuan Ji
    , Yang Liu,
    Haolin Tian
    ,
    Haiyang Sun
    ,
    Pengqi Sun
    ,
    Yang Xu
    ,
    Yichen Liu
    ,
    Haocheng Gao
    ,
    Zijie Xi
    ,
    Ruomeng Jiang
    ,
    Peizhi Zhao
    ,
    Rongjin Li
    ,
    Yuanze Li
    ,
    Jiacheng Liu
    ,
    Zhongjun Yang
    ,
    Jintong Chen
    ,
    Siying Lin
  7. DermEVAL: A Dermatologist-Reviewed Benchmark for Multimodal Large Language Models
    WACV 2026 ·
    Hongjin Zhao
    ,
    Weihao Li
    ,
    Zhenyue Qin
    ,
    Ge-Peng Ji
    , Yang Liu,
    Tom Gedeon
    ,
    Nick Barnes
  8. EdgeGen: Efficient LLM-Empowered Model Generation with Quantization-Aware NAS
    WWW 2026 ·
    Yingqi Peng
    ,
    Wenhao Zhou
    ,
    Kaijie Gong
    , Yang Liu,
    Yi Gao
    ,
    Wei Dong
  9. Evaluating Memory Capability in Continuous Lifelog Scenario
    ACL 2026 ·
    Jianjie Zheng
    ,
    Zhichen Liu
    ,
    Zhanyu Shen
    ,
    Jingxiang Qu
    ,
    Guanhua Chen
    ,
    Yile Wang
    ,
    Yang Xu
    , Yang Liu,
    Sijie Cheng
  10. FFN Lens: How Transformers Divide Labor for Multilingual Tasks
    ACL 2026 ·
    Jiatong Li
    ,
    Hailong Cao
    , Yang Liu
  11. FLOP-Efficient Training: Early Stopping Based on Test-Time Compute Awareness
    ACL 2026 ·
    Hossam Amer
    ,
    Maryam Dialameh
    ,
    Hossein Rajabzadeh
    ,
    Walid Ahmed
    ,
    Weiwei Zhang
    , Yang Liu
  12. FlowHN: Adaptive Token Routing for Efficient Parallel Hybrid Networks
    ACL 2026 ·
    Mohammad Mahdi Moradi
    ,
    Walid Ahmed
    ,
    Shuangyue Wen
    ,
    Sudhir Mudur
    ,
    Weiwei Zhang
    , Yang Liu
  13. LM-Lexicon: Improving Definition Modeling via Harmonizing Semantic Experts
    EACL 2026 · Yang Liu,
    Jiaye Yang
    ,
    Weikang Li
    ,
    Jiahui Liang
    ,
    Yang Li
    ,
    Lingyong Yan
  14. Learn Like Humans: Use Meta-cognitive Reflection for Efficient Self-Improvement
    ACL 2026 ·
    Xinmeng Hou
    ,
    Bohao Qu
    ,
    Wuqi Wang
    ,
    Peiliang Gong
    ,
    Qing Guo
    , Yang Liu
  15. Multi-Scale Spectral Selection and Entropy-Guided Uncertainty Fusion for Multimodal Rumor Detection
    ACL 2026 ·
    Zongliang Han
    ,
    Wenyu Guo
    ,
    Guoqing Jin
    , Yang Liu,
    Fan Li
    ,
    Dong Yu
    ,
    Yan Song
    ,
    Fengzhen Zhang
  16. On the Alignment of Large Language Models with Global Human Opinion
    AAAI 2026 · Yang Liu,
    Masahiro Kaneko
    ,
    Chenhui Chu
  17. PCSR: Pseudo-label Consistency-Guided Sample Refinement for Noisy Correspondence Learning
    AAAI 2026 ·
    Zhuoyao Liu
    , Yang Liu,
    Wentao Feng
    ,
    Shudong Huang
  18. Plug-and-Play Data Module for Code RL: Adaptive Ambiguity Replay
    ACL 2026 ·
    Jianqing Zhang
    ,
    Wei Xia
    ,
    Zhezheng Hao
    ,
    Hong Wang
    ,
    Hande Dong
    ,
    Qiang Lin
    , Yang Liu,
    Jian Cao
    ,
    Qiang Yang
  19. ProActor: Timing-Aware Reinforcement Learning for Proactive Task Scheduling Agents
    ACL 2026 ·
    Lei Ding
    ,
    Bin He
    ,
    Chenguang Wang
    , Yang Liu
  20. ProtSAE: Disentangling and Interpreting Protein Language Models via Semantically-Guided Sparse Autoencoders
    AAAI 2026 ·
    Xiangyu Liu
    ,
    Haodi Lei
    ,
    Yi Liu
    , Yang Liu,
    Wei Hu
  21. RABot: Reinforcement-Guided Graph Augmentation for Imbalanced and Noisy Social Bot Detection
    AAAI 2026 ·
    Longlong Zhang
    ,
    Xi Wang
    ,
    Haotong Du
    ,
    Yangyi Xu
    ,
    Zhuo Liu
    , Yang Liu
  22. Rethinking Data Mixing from the Perspective of Large Language Models
    ACL 2026 ·
    Yuanjian Xu
    ,
    Tianze Sun
    ,
    Changwei Xu
    ,
    XinLong Zhao
    ,
    Jianing Hao
    ,
    Ran Chen
    , Yang Liu,
    Ruijie Xu
    ,
    Stephen Chen
    ,
    Guang Zhang
  23. Revisiting a Pain in the Neck: A Semantic Reasoning Benchmark for Language Models
    ACL 2026 · Yang Liu,
    Hongming Li
    ,
    Melissa Xiaohui Qin
    ,
    Chao Huang
    ,
    Qiankun Liu
  24. RiskLab: A Controlled Toolkit for Probing Emergent Risks in LLM-Based Multi-Agent Systems
    ACL 2026 ·
    Yu Jiang
    ,
    Wenjie Wang
    ,
    Yue Huang
    ,
    Yanbo Wang
    ,
    Zhenhong Zhou
    ,
    Xiuying Chen
    , Yang Liu,
    Pin-Yu Chen
    ,
    Wei Wang
    ,
    Xiangliang Zhang
  25. Selective Concolic Testing
    FM 2026 ·
    Guofeng Zhang
    ,
    Zhenbang Chen
    ,
    Ziqi Shuai
    ,
    Jun Sun
    ,
    Weijiang Hong
    ,
    Yufeng Zhang
    ,
    Ji Wang
    , Yang Liu
  26. SilverTorch: A Unified Model-based System to Democratize Large-Scale Recommendation on GPUs
    SIGIR 2026 ·
    Bi Xue
    ,
    Hong Wu
    ,
    Lei Chen
    ,
    Chao Yang
    ,
    Yiming Ma
    ,
    Fei Ding
    ,
    Zhen Wang
    ,
    Liang Wang
    ,
    Xiaoheng Mao
    ,
    Ke Huang
    ,
    Xialu Li
    ,
    Peng Xia
    ,
    Rui Jian
    ,
    Yanli Zhao
    ,
    Yanzun Huang
    ,
    Yijie Deng
    ,
    Harry Tran
    ,
    Ryan Chang
    ,
    Min Yu
    ,
    Eric Dong
    ,
    Jiazhou Wang
    ,
    Qianqian Zhang
    ,
    Keke Zhai
    ,
    Hongzhang Yin
    ,
    Pawel Garbacki
    ,
    Zheng Fang
    ,
    Yiyi Pan
    ,
    Min Ni
    , Yang Liu
  27. Stabilizing Self-Consuming Diffusion Models with Latent Space Filtering
    AAAI 2026 ·
    Zhongteng Cai
    ,
    Yaxuan Wang
    , Yang Liu,
    Xueru Zhang
  28. Streaming Hallucination Detection in Long Chain-of-Thought Reasoning
    ACL 2026 ·
    Haolang Lu
    ,
    Minghui Pan
    ,
    Ripeng Li
    ,
    Guoshun Nan
    ,
    Jialin Zhuang
    ,
    Zijie Zhao
    ,
    Zhongxiang Sun
    ,
    Kun Wang
    , Yang Liu
  29. Table Question Answering via Adaptive Routing
    ICDE 2026 · Yang Liu,
    Mengyi Yan
    ,
    Jiao Xue
    ,
    Weilong Ren
    ,
    Yutong Ye
    ,
    Haoyi Zhou
    ,
    Jianxin Li
    ,
    Zhumin Chen
  30. Temporal-Consistent Video Restoration with Pre-trained Diffusion Models
    AAAI 2026 ·
    Hengkang Wang
    , Yang Liu,
    Huidong Liu
    ,
    Chien-Chih Wang
    ,
    Yanhui Guo
    ,
    Hongdong Li
    ,
    Bryan Wang
    ,
    Ju Sun
  31. TheraAgent: Self-Improving Therapeutic Agent for Precise and Comprehensive Treatment Planning
    ACL 2026 ·
    Junkai Li
    ,
    Yunghwei Lai
    ,
    Tianyi Zhu
    ,
    Zheng Long Lee
    ,
    Weizhi Ma
    , Yang Liu
  32. Trustworthy and Explainable Causal Representation Learning in Transformers
    ACL 2026 · Yang Liu,
    Yinghao Zhang
    ,
    Lin Liu
    ,
    Jiuyong Li
    ,
    Debo Cheng
    ,
    Zaiwen Feng
  33. UR² : Unify RAG and Reasoning through Reinforcement Learning
    ACL 2026 ·
    Weitao Li
    ,
    Boran Xiang
    ,
    Xiaolong Wang
    ,
    Jingyi Ren
    ,
    Ante Wang
    ,
    Zhinan Gou
    ,
    Weizhi Ma
    , Yang Liu
  34. Understanding the Prompt Sensitivity
    ACL 2026 · Yang Liu,
    Chenhui Chu
  35. $\mathcal{F}_{M}$ FinMMR: Make Financial Numerical Reasoning More Multimodal, Comprehensive, and Challenging
    ICCV 2025 ·
    Zichen Tang
    ,
    Haihong E
    ,
    Jiacheng Liu
    ,
    Zhongjun Yang
    ,
    Rongjin Li
    ,
    Zihua Rong
    ,
    Haoyang He
    ,
    Zhuodi Hao
    ,
    Xinyang Hu
    ,
    Kun Ji
    ,
    Ziyan Ma
    ,
    Mengyuan Ji
    ,
    Jun Zhang
    ,
    Chenghao Ma
    ,
    Qianhe Zheng
    , Yang Liu,
    Yiling Huang
    ,
    Xinyi Hu
    ,
    Qing Huang
    ,
    Zijian Xie
    ,
    Shiyao Peng
  36. AdsQA: Towards Advertisement Video Understanding
    ICCV 2025 ·
    Xinwei Long
    ,
    Kai Tian
    ,
    Peng Xu
    ,
    Guoli Jia
    ,
    Jingxuan Li
    ,
    Sa Yang
    ,
    Yihua Shao
    ,
    Kaiyan Zhang
    ,
    Che Jiang
    ,
    Hao Xu
    , Yang Liu,
    Jiaheng Ma
    ,
    Bowen Zhou
  37. Annotation-Free Curb Detection Leveraging Altitude Difference Image
    IROS 2025 ·
    Fulong Ma
    ,
    Peng Hou
    ,
    Yuxuan Liu
    , Yang Liu,
    Ming Liu
    ,
    Jun Ma
  38. Apply Hierarchical-Chain-of-Generation to Complex Attributes Text-to-3D Generation
    CVPR 2025 ·
    Yiming Qin
    ,
    Zhu Xu
    , Yang Liu
  39. Are LLMs Really Knowledgeable for Knowledge Graph Completion?
    ISWC 2025 · Yang Liu,
    Zequn Sun
    ,
    Zhoutian Shao
    ,
    Yuanning Cui
    ,
    Wei Hu
  40. Articulation-Gen: 3D Part Segmentation and Articulated Object Generation
    IROS 2025 ·
    Zhuoqun Xu
    , Yang Liu
  41. BlitzScale: Fast and Live Large Model Autoscaling with O(1) Host Caching
    OSDI 2025 ·
    Dingyan Zhang
    ,
    Haotian Wang
    , Yang Liu,
    Xingda Wei
    ,
    Yizhou Shan
    ,
    Rong Chen
    ,
    Haibo Chen
  42. CRPO: Confidence-Reward Driven Preference Optimization for Machine Translation
    ACL 2025 ·
    Guofeng Cui
    ,
    Pichao Wang
    , Yang Liu,
    Zemian Ke
    ,
    Zhu Liu
    ,
    Vimal Bhat
  43. Can Large Language Models Derive High-Level Cognition from Low-Level and Fragmented Foundational Information?
    AAAI 2025 · Yang Liu,
    Xiaoping Wang
    ,
    Kai Lu
  44. CoSpace: Benchmarking Continuous Space Perception Ability for Vision-Language Models
    CVPR 2025 ·
    Yiqi Zhu
    ,
    Ziyue Wang
    ,
    Can Zhang
    ,
    Peng Li
    , Yang Liu
  45. CodexGraph: Bridging Large Language Models and Code Repositories via Code Graph Databases
    NAACL 2025 ·
    Xiangyan Liu
    ,
    Bo Lan
    ,
    Zhiyuan Hu
    , Yang Liu,
    Zhicheng Zhang
    ,
    Fei Wang
    ,
    Michael Qizhe Shieh
    ,
    Wenmeng Zhou
  46. Comparison of Digital Histology AI Models with Low-Dimensional Genomic and Clinical Models in Survival Modeling for Prostate Cancer
    ICCV 2025 ·
    Aidan Mcloughlin
    ,
    Ho YinHo
    ,
    Xin Zhao
    ,
    Alexander Karl Hakansson
    ,
    Alireza Moradi
    ,
    Qi Joslove Xu
    , Yang Liu
  47. Compiler-R1: Towards Agentic Compiler Auto-tuning with Reinforcement Learning
    NeurIPS 2025 ·
    Haolin Pan
    ,
    Hongyu Lin
    ,
    Haoran Luo
    , Yang Liu,
    Kaichun Yao
    ,
    Libo Zhang
    ,
    Mingjie Xing
    ,
    Yanjun Wu
  48. Crabs: Consuming Resource via Auto-generation for LLM-DoS Attack under Black-box Settings
    ACL 2025 ·
    Yuanhe Zhang
    ,
    Zhenhong Zhou
    ,
    Wei Zhang
    ,
    Xinyue Wang
    ,
    Xiaojun Jia
    , Yang Liu,
    Sen Su
  49. DeMo: Decoupled Feature-Based Mixture of Experts for Multi-Modal Object Re-Identification
    AAAI 2025 ·
    Yuhao Wang
    , Yang Liu,
    Aihua Zheng
    ,
    Pingping Zhang
  50. Demystifying OpenZeppelin's Own Vulnerabilities and Analyzing Their Propagation in Smart Contracts
    ASE 2025 ·
    Han Liu
    ,
    Daoyuan Wu
    ,
    Yuqiang Sun
    ,
    Shuai Wang
    , Yang Liu,
    Yixiang Chen
  51. DisTime: Distribution-Based Time Representation for Video Large Language Models
    ICCV 2025 ·
    Yingsen Zeng
    ,
    Zepeng Huang
    ,
    Yujie Zhong
    ,
    Chengjian Feng
    ,
    Jie Hu
    ,
    Lin Ma
    , Yang Liu
  52. Do LLMs Align Human Values Regarding Social Biases? Judging and Explaining Social Biases with LLMs
    EMNLP 2025 · Yang Liu,
    Chenhui Chu
  53. Do Large Language Models excel in Complex Logical Reasoning with Formal Language?
    EMNLP 2025 ·
    Jin Jiang
    ,
    Jianing Wang
    ,
    Yuchen Yan
    , Yang Liu,
    Jianhua Zhu
    ,
    Mengdi Zhang
    ,
    Liangcai Gao
  54. ECHO-LLaMA: Efficient Caching for High-Performance LLaMA Training
    EMNLP 2025 ·
    Maryam Dialameh
    ,
    Rezaul Karim
    ,
    Hossein Rajabzadeh
    ,
    Omar Mohamed Awad
    ,
    Boxing Chen
    ,
    Hyock Ju Kwon
    ,
    Walid Ahmed
    , Yang Liu
  55. ECom-Bench: Can LLM Agent Resolve Real-World E-commerce Customer Support Issues?
    EMNLP 2025 ·
    Haoxin Wang
    ,
    Xianhan Peng
    ,
    Huang Cheng
    ,
    Yizhe Huang
    ,
    Ming Gong
    ,
    Chenghan Yang
    , Yang Liu,
    Jiang Lin
  56. Efficient Dynamic Clustering-Based Document Compression for Retrieval-Augmented-Generation
    EMNLP 2025 ·
    Weitao Li
    ,
    Xiangyu Zhang
    ,
    Kaiming Liu
    ,
    Xuanyu Lei
    ,
    Weizhi Ma
    , Yang Liu
  57. Emotion-Guided Graph Attention Networks for Speech-Based Depression Detection under Emotion-Inducting Tasks
    InterSpeech 2025 ·
    Yuqiu Zhou
    ,
    Yongjie Zhou
    ,
    Yudong Yang
    , Yang Liu,
    Jun Huang
    ,
    Shuzhi Zhao
    ,
    Rongfeng Su
    ,
    Lan Wang
    ,
    Nan Yan
  58. Erasing Concept Combination from Text-to-Image Diffusion Model
    ICLR 2025 ·
    Hongyi Nie
    ,
    Quanming Yao
    , Yang Liu,
    Zhen Wang
    ,
    Yatao Bian
  59. Exploiting Echo Path Priors for Enhanced Stereo Acoustic Echo Cancellation
    InterSpeech 2025 ·
    Jinfu Wang
    ,
    Ziteng Wang
    ,
    Xin Liu
    , Yang Liu,
    Qing Shi
    ,
    Zhengqiang Luo
    ,
    Feiran Yang
  60. Exploring Enhanced Contextual Information for Video-Level Object Tracking
    AAAI 2025 ·
    Ben Kang
    ,
    Xin Chen
    ,
    Simiao Lai
    , Yang Liu,
    Yi Liu
    ,
    Dong Wang
  61. FaVe: Factored and Verified Search Rationale for Long-form Answer
    ACL 2025 ·
    Jihyuk Kim
    ,
    Sungjin Lee
    ,
    Seung-won Hwang
    , Yang Liu
  62. FinanceReasoning: Benchmarking Financial Numerical Reasoning More Credible, Comprehensive and Challenging
    ACL 2025 ·
    Zichen Tang
    ,
    Haihong E
    ,
    Ziyan Ma
    ,
    Haoyang He
    ,
    Jiacheng Liu
    ,
    Zhongjun Yang
    ,
    Zihua Rong
    ,
    Rongjin Li
    ,
    Kun Ji
    ,
    Qing Huang
    ,
    Xinyang Hu
    , Yang Liu,
    Qianhe Zheng
  63. GFM-Planner: Perception-Aware Trajectory Planning with Geometric Feature Metric
    IROS 2025 ·
    Yue Lin
    ,
    Xiaoxuan Zhang
    , Yang Liu,
    Dong Wang
    ,
    Huchuan Lu
  64. GeoGRPO: Investigating the Stepwise-GRPO Enhancement in RLHF Framework
    ICDAR 2025 ·
    Kecheng Liang
    ,
    Xinyu Li
    ,
    Weixing Chen
    , Yang Liu
  65. HSI: A Holistic Style Injector for Arbitrary Style Transfer
    CVPR 2025 ·
    Shuhao Zhang
    ,
    Hui Kang
    , Yang Liu,
    Fang Mei
    ,
    Hongjuan Li
  66. Hierarchical Event Memory for Accurate and Low-Latency Online Video Temporal Grounding
    ICCV 2025 ·
    Minghang Zheng
    ,
    Yuxin Peng
    ,
    Benyuan Sun
    ,
    Yi Yang
    , Yang Liu
  67. Knowledge Image Matters: Improving Knowledge-Based Visual Reasoning with Multi-Image Large Language Models
    ACL 2025 ·
    Guanghui Ye
    ,
    Huan Zhao
    ,
    Zhixue Zhao
    ,
    Xupeng Zha
    , Yang Liu,
    Zhihua Jiang
  68. KodCode: A Diverse, Challenging, and Verifiable Synthetic Dataset for Coding
    ACL 2025 ·
    Zhangchen Xu
    , Yang Liu,
    Yueqin Yin
    ,
    Mingyuan Zhou
    ,
    Radha Poovendran
  69. LIFEBENCH: Evaluating Length Instruction Following in Large Language Models
    NeurIPS 2025 ·
    Wei Zhang
    ,
    Zhenhong Zhou
    ,
    Kun Wang
    ,
    Junfeng Fang
    ,
    Rongwu Xu
    ,
    Yuanhe Zhang
    ,
    Rui Wang
    ,
    Ge Zhang
    ,
    Xinfeng Li
    ,
    Li Sun
    ,
    Lingjuan Lyu
    , Yang Liu,
    Sen Su
  70. LangSplatV2: High-dimensional 3D Language Gaussian Splatting with 450+ FPS
    NeurIPS 2025 ·
    Wanhua Li
    ,
    Yujie Zhao
    ,
    Minghan Qin
    , Yang Liu,
    Yuanhao Cai
    ,
    Chuang Gan
    ,
    Hanspeter Pfister
  71. LogicPro: Improving Complex Logical Reasoning via Program-Guided Learning
    ACL 2025 ·
    Jin Jiang
    ,
    Yuchen Yan
    , Yang Liu,
    Jianing Wang
    ,
    Shuai Peng
    ,
    Xunliang Cai
    ,
    Yixin Cao
    ,
    Mengdi Zhang
    ,
    Liangcai Gao
  72. MARS2 2025 Challenge on Multimodal Reasoning: Datasets, Methods, Results, Discussion, and Outlook
    ICCV 2025 ·
    Peng Xu
    ,
    Shengwu Xiong
    ,
    Jiajun Zhang
    ,
    Yaxiong Chen
    ,
    Bowen Zhou
    ,
    Chen Change Loy
    ,
    David A. Clifton
    ,
    Kyoung Mu Lee
    ,
    Luc Van Gool
    ,
    Ruiming He
    ,
    Ruilin Yao
    ,
    Xinwei Long
    ,
    Jirui Huang
    ,
    Kai Tian
    ,
    Sa Yangbcd
    ,
    Yihua Shao
    ,
    Jin Feng
    ,
    Yue Zhong
    ,
    Jiakai Zhou
    ,
    Cheng Tang
    ,
    Tianyu Zou
    ,
    Yifang Zhang
    ,
    Junming Liang
    ,
    Guoyou Li
    ,
    Zhaoxiang Wang
    ,
    Qiang Zhou
    ,
    Yichen Zhao
    ,
    Shili Xiong
    ,
    Hyeongjin Nam
    ,
    Jaerin Lee
    ,
    Jaeyoung Chung
    ,
    JoonKyu Park
    ,
    Junghun Oh
    ,
    Kanggeon Lee
    ,
    Wooseok Lee
    ,
    Juneyoung Ro
    ,
    Turghun Osman
    ,
    Can Hu
    ,
    Chaoyang Liao
    ,
    Cheng Chen
    ,
    Chengcheng Han
    ,
    Chenhao Qiu
    ,
    Chong Peng
    ,
    Cong Xu
    ,
    Dailin Li
    ,
    Feiyu Wang
    ,
    Feng Gao
    ,
    Guibo Zhu
    ,
    Guopeng Tang
    ,
    Haibo Lu
    ,
    Han Fang
    ,
    Han Qi
    ,
    Hanxiao Wu
    ,
    Haobo Cheng
    ,
    Hongbo Sun
    ,
    Hongyao Chen
    ,
    Huayong Hu
    ,
    Hui Lid
    ,
    Jiaheng Ma
    ,
    Jiang Yu
    ,
    Jianing Wang
    ,
    Jie Yang
    ,
    Jing He
    ,
    Jinglin Zhou
    ,
    Jingxuan Li
    ,
    Josef Kittler
    ,
    Lihao Zheng
    ,
    Linnan Zhao
    ,
    Mengxi Jia
    ,
    Muyang Yan
    ,
    Nguyen Thanh Thien
    ,
    Pu Luo
    ,
    Qi Li
    ,
    Shien Song
    ,
    Shijie Dong
    ,
    Shuai Shao
    ,
    Shutao Li
    ,
    Taofeng Xue
    ,
    Tianyang Xu
    ,
    Tianyi Gao
    ,
    Tingting Li
    ,
    Wei Zhang
    ,
    Weiyang Su
    ,
    Xiaodong Dong
    ,
    Xiao-Jun Wu
    ,
    Xiaopeng Zhou
    ,
    Xin Chen
    ,
    Xin Wei
    ,
    Xinyi You
    ,
    Xudong Kang
    ,
    Xujie Zhou
    ,
    Xusheng Liu
    ,
    Yanan Wang
    ,
    Yanbin Huang
    , Yang Liu,
    Yang Yang
    ,
    Yanglin Deng
    ,
    Yashu Kang
    ,
    Ye Yuan
    ,
    Yi Wen
    ,
    Yicen Tian
    ,
    Yilin Tao
    ,
    Yin Tang
    ,
    Yipeng Lin
    ,
    Yiqing Wang
    ,
    Yiting Xi
    ,
    Yongkang Yu
    ,
    Yumei Li
    ,
    Yuxin Qin
    ,
    Yuying Chen
    ,
    Yuzhe Cen
    ,
    Zhaofan Zou
    ,
    Zhaohong Liu
    ,
    Zhehao Shen
    ,
    Zhenglin Du
    ,
    Zhengyang Li
    ,
    Zhenni Huang
    ,
    Zhenwei Shao
    ,
    Zhilong Song
    ,
    Zhiyong Feng
    ,
    Zhiyu Wang
    ,
    Zhou Yu
    ,
    Ziang Li
    ,
    Zihan Zhai
    ,
    Zijian Zhang
    ,
    Ziyang Peng
    ,
    Ziyun Xiao
    ,
    Zongshu Li
  73. MASV: Speaker Verification with Global and Local Context Mamba
    InterSpeech 2025 · Yang Liu,
    Li Wan
    ,
    Yiteng Huang
    ,
    Ming Sun
    ,
    Xinhao Mei
    ,
    Xubo Liu
    ,
    Yangyang Shi
    ,
    Florian Metze
  74. MUCAR: Benchmarking Multilingual Cross-Modal Ambiguity Resolution for Multimodal Large Language Models
    EMNLP 2025 ·
    Xiaolong Wang
    ,
    Zhaolu Kang
    ,
    Wangyuxuan Zhai
    ,
    Xinyue Lou
    ,
    Yunghwei Lai
    ,
    Ziyue Wang
    ,
    Yawen Wang
    ,
    Kaiyu Huang
    ,
    Yile Wang
    ,
    Peng Li
    , Yang Liu
  75. MambaPro: Multi-Modal Object Re-identification with Mamba Aggregation and Synergistic Prompt
    AAAI 2025 ·
    Yuhao Wang
    ,
    Xuehu Liu
    ,
    Tianyu Yan
    , Yang Liu,
    Aihua Zheng
    ,
    Pingping Zhang
    ,
    Huchuan Lu
  76. MelodyEdit: Zero-shot Music Editing with Disentangled Inversion Control
    ACM MM 2025 ·
    Huadai Liu
    ,
    Jialei Wang
    ,
    Xiangtai Li
    ,
    Wen Wang
    ,
    Qian Chen
    ,
    Rongjie Huang
    , Yang Liu,
    Jiayang Xu
    ,
    Zhou Zhao
    ,
    Wei Xue
  77. Multi-Scenario Overlapping Text Segmentation with Depth Awareness
    ICCV 2025 · Yang Liu,
    Xudong Xie
    ,
    Yuliang Liu
    ,
    Xiang Bai
  78. Multi-tracer Uptake Correction for PET-MR via Aligned-Feature Guidance and Multi-scale Pixel-Adaptive Routing
    MICCAI 2025 ·
    Aocheng Zhong
    ,
    Haolin Huang
    ,
    Jing Wang
    ,
    Zhenrong Shen
    ,
    Haiyu Song
    ,
    Junlei Wu
    ,
    Yuhua Zhu
    , Yang Liu,
    Chuantao Zuo
    ,
    Qian Wang
  79. Non-stationary Equivariant Graph Neural Networks for Physical Dynamics Simulation
    NeurIPS 2025 ·
    Chaohao Yuan
    ,
    Maoji Wen
    ,
    Ercan E. Kuruoglu
    , Yang Liu,
    Jia Li
    ,
    Tingyang Xu
    ,
    Deli Zhao
    ,
    Hong Cheng
    ,
    Yu Rong
  80. PINP: Physics-Informed Neural Predictor with latent estimation of fluid flows
    ICLR 2025 ·
    Huaguan Chen
    , Yang Liu,
    Hao Sun
  81. Parameter-Efficient Federated Knowledge Graph Embedding Learning and Unlearning
    ISWC 2025 ·
    Xiangrong Zhu
    ,
    Yuexiang Xie
    , Yang Liu,
    Yaliang Li
    ,
    Wei Hu
  82. PhyMPGN: Physics-encoded Message Passing Graph Network for spatiotemporal PDE systems
    ICLR 2025 ·
    Bocheng Zeng
    ,
    Qi Wang
    ,
    Mengtao Yan
    , Yang Liu,
    Ruizhi Chengze
    ,
    Yi Zhang
    ,
    Hongsheng Liu
    ,
    Zidong Wang
    ,
    Hao Sun
  83. Prejudge-Before-Think: Enhancing Large Language Models at Test-Time by Process Prejudge Reasoning
    EMNLP 2025 ·
    Jianing Wang
    ,
    Jin Jiang
    , Yang Liu,
    Mengdi Zhang
    ,
    Xunliang Cai
  84. PubSub-VFL: Towards Efficient Two-Party Split Learning in Heterogeneous Environments via Publisher/Subscriber Architecture
    NeurIPS 2025 ·
    Yi Liu
    , Yang Liu,
    Leqian Zheng
    ,
    Jue Hong
    ,
    Junjie Shi
    ,
    Qingyou Yang
    ,
    Ye Wu
    ,
    Cong Wang
  85. Robust Multi-bit Text Watermark with LLM-based Paraphrasers
    ICML 2025 ·
    Xiaojun Xu
    ,
    Jinghan Jia
    ,
    Yuanshun Yao
    , Yang Liu,
    Hang Li
  86. Routing Mamba: Scaling State Space Models with Mixture-of-Experts Projection
    NeurIPS 2025 ·
    Zheng Zhan
    ,
    Liliang Ren
    ,
    Shuohang Wang
    ,
    Liyuan Liu
    , Yang Liu,
    Yeyun Gong
    ,
    Yanzhi Wang
    ,
    Yelong Shen
  87. SAP: Privacy-Preserving Fine-Tuning on Language Models with Split-and-Privatize Framework
    IJCAI 2025 ·
    Xicong Shen
    , Yang Liu,
    Yi Liu
    ,
    Peiran Wang
    ,
    Huiqi Liu
    ,
    Jue Hong
    ,
    Bing Duan
    ,
    Zirui Huang
    ,
    Yunlong Mao
    ,
    Ye Wu
    ,
    Sheng Zhong
  88. SeCon-RAG: A Two-Stage Semantic Filtering and Conflict-Free Framework for Trustworthy RAG
    NeurIPS 2025 ·
    Xiaonan Si
    ,
    Meilin Zhu
    ,
    Simeng Qin
    ,
    Lijia Yu
    ,
    Lijun Zhang
    ,
    Shuaitong Liu
    ,
    Xinfeng Li
    ,
    Ranjie Duan
    , Yang Liu,
    Xiaojun Jia
  89. Self-cross Feature based Spiking Neural Networks for Efficient Few-shot Learning
    ICML 2025 ·
    Qi Xu
    ,
    Junyang Zhu
    ,
    Dongdong Zhou
    ,
    Hao Chen
    , Yang Liu,
    Jiangrong Shen
    ,
    Qiang Zhang
  90. The Role of Visual Modality in Multimodal Mathematical Reasoning: Challenges and Insights
    ACL 2025 ·
    Yufang Liu
    ,
    Yao Du
    ,
    Tao Ji
    ,
    Jianing Wang
    , Yang Liu,
    Yuanbin Wu
    ,
    Aimin Zhou
    ,
    Mengdi Zhang
    ,
    Xunliang Cai
  91. ToolVQA: A Dataset for Multi-Step Reasoning VQA with External Tools
    ICCV 2025 ·
    Shaofeng Yin
    ,
    Ting Lei
    , Yang Liu
  92. Unsupervised Cross-Modal Person Search via Progressive Diverse Text Generation
    ACM MM 2025 ·
    Feng Chen
    ,
    Jielong He
    , Yang Liu,
    Heng Liu
    ,
    Zhe Chen
    ,
    Yaxiong Wang
  93. Zero-Shot Customized Video Editing with Diffusion Feature Transfer
    ICCV 2025 ·
    Wei Chen
    ,
    Huidong Liu
    , Yang Liu,
    Chien-Chih Wang
    ,
    Moyan Li
    ,
    Hongdong Li
    ,
    Bryan Wang
  94. A Dual-Stream Network for Langerhans' Cells Segmentation in CCM Images
    MICCAI 2024 ·
    Jun Wu
    ,
    Jinshu Gao
    ,
    Jingjie Lin
    ,
    Zeyu Huang
    , Yang Liu,
    Zhengyu Chen
    ,
    Qin Long
    ,
    Jianchun Zhao
    ,
    Dayong Ding
  95. A Single Machine System for Querying Big Graphs with PRAM
    VLDB 2024 · Yang Liu,
    Wenfei Fan
    ,
    Shuhao Liu
    ,
    Xiaoke Zhu
    ,
    Jianxin Li
  96. Animatable 3D Gaussian: Fast and High-Quality Reconstruction of Multiple Human Avatars
    ACM MM 2024 · Yang Liu,
    Xiang Huang
    ,
    Minghan Qin
    ,
    Qinwei Lin
    ,
    Haoqian Wang
  97. CSLM: A Framework for Question Answering Dataset Generation through Collaborative Small Language Models
    EMNLP 2024 ·
    Yiming Wang
    , Yang Liu,
    Lingchen Wang
    ,
    An Xiao
  98. Citation-Enhanced Generation for LLM-based Chatbots
    ACL 2024 ·
    Weitao Li
    ,
    Junkai Li
    ,
    Weizhi Ma
    , Yang Liu
  99. CoDi-2: In-Context, Interleaved, and Interactive Any-to-Any Generation
    CVPR 2024 ·
    Zineng Tang
    ,
    Ziyi Yang
    ,
    Mahmoud Khademi
    , Yang Liu,
    Chenguang Zhu
    ,
    Mohit Bansal
  100. Cross-Task Knowledge Transfer for Semi-supervised Joint 3D Grounding and Captioning
    ACM MM 2024 · Yang Liu,
    Daizong Liu
    ,
    Zongming Guo
    ,
    Wei Hu
  101. Diff-BGM: A Diffusion Model for Video Background Music Generation
    CVPR 2024 ·
    Sizhe Li
    ,
    Yiming Qin
    ,
    Minghang Zheng
    ,
    Xin Jin
    , Yang Liu
  102. Diffusion Glancing Transformer for Parallel Sequence-to-Sequence Learning
    NAACL 2024 ·
    Lihua Qian
    ,
    Mingxuan Wang
    , Yang Liu,
    Hao Zhou
  103. EMIE-MAP: Large-Scale Road Surface Reconstruction Based on Explicit Mesh and Implicit Encoding
    ECCV 2024 ·
    Wenhua Wu
    ,
    Qi Wang
    ,
    Guangming Wang
    ,
    Junping Wang
    ,
    Tiankun Zhao
    , Yang Liu,
    Dongchao Gao
    ,
    Zhe Liu
    ,
    Hesheng Wang
  104. EasyTell: A Caregiver-Centered Prototype for Innovating Everyday Eldercare through Bite-Sized Digital Storytelling
    CHI 2024 ·
    Ning An
    ,
    Fang Gui
    , Yang Liu,
    Honglin Chen
    ,
    Jiaoyun Yang
  105. FedLLM-Bench: Realistic Benchmarks for Federated Learning of Large Language Models
    NeurIPS 2024 ·
    Rui Ye
    ,
    Rui Ge
    ,
    Xinyu Zhu
    ,
    Jingyi Chai
    ,
    Yaxin Du
    , Yang Liu,
    Yanfeng Wang
    ,
    Siheng Chen
  106. Finetuning Generative Large Language Models with Discrimination Instructions for Knowledge Graph Completion
    ISWC 2024 · Yang Liu,
    Xiaobin Tian
    ,
    Zequn Sun
    ,
    Wei Hu
  107. GPU-Accelerated Batch-Dynamic Subgraph Matching
    ICDE 2024 ·
    Linshan Qiu
    ,
    Lu Chen
    ,
    Hailiang Jie
    ,
    Xiangyu Ke
    ,
    Yunjun Gao
    , Yang Liu,
    Zetao Zhang
  108. Jointly Modeling Spatio-Temporal Features of Tactile Signals for Action Classification
    AAAI 2024 ·
    Jimmy Lin
    ,
    Junkai Li
    ,
    Jiasi Gao
    ,
    Weizhi Ma
    , Yang Liu
  109. Knowledge Graph Error Detection with Contrastive Confidence Adaption
    AAAI 2024 ·
    Xiangyu Liu
    , Yang Liu,
    Wei Hu
  110. Label Leakage in Vertical Federated Learning: A Survey
    IJCAI 2024 ·
    Yige Liu
    ,
    Yiwei Lou
    , Yang Liu,
    Yongzhi Cao
    ,
    Hanpin Wang
  111. Large Language Model Unlearning
    NeurIPS 2024 ·
    Yuanshun Yao
    ,
    Xiaojun Xu
    , Yang Liu
  112. MLIP: Efficient Multi-Perspective Language-Image Pretraining with Exhaustive Data Utilization
    ICML 2024 ·
    Yu Zhang
    ,
    Qi Zhang
    ,
    Zixuan Gong
    ,
    Yiwei Shi
    ,
    Yepeng Liu
    ,
    Duoqian Miao
    , Yang Liu,
    Ke Liu
    ,
    Kun Yi
    ,
    Wei Fan
    ,
    Liang Hu
    ,
    Changwei Wang
  113. Magic Tokens: Select Diverse Tokens for Multi-modal Object Re-Identification
    CVPR 2024 ·
    Pingping Zhang
    ,
    Yuhao Wang
    , Yang Liu,
    Zhengzheng Tu
    ,
    Huchuan Lu
  114. Mesa-Extrapolation: A Weave Position Encoding Method for Enhanced Extrapolation in LLMs
    NeurIPS 2024 ·
    Xin Ma
    , Yang Liu,
    Jingjing Liu
    ,
    Xiaoxu Ma
  115. Policy Optimization by Looking Ahead for Model-based Offline Reinforcement Learning
    ICRA 2024 · Yang Liu,
    Marius Hofert
  116. PrismX: A Single-Machine System for Querying Big Graphs
    VLDB 2024 ·
    Shuhao Liu
    , Yang Liu,
    Wenfei Fan
  117. Reinforcement Symbolic Regression Machine
    ICLR 2024 ·
    Yilong Xu
    , Yang Liu,
    Hao Sun
  118. Robust Evaluation Measures for Evaluating Social Biases in Masked Language Models
    AAAI 2024 · Yang Liu
  119. Scalable Optimization in the Modular Norm
    NeurIPS 2024 ·
    Tim Large
    , Yang Liu,
    Jacob Huh
    ,
    Hyojin Bahng
    ,
    Phillip Isola
    ,
    Jeremy Bernstein
  120. Spatio-Temporal Contrast Network for Data-Efficient Learning of Coronary Artery Disease in Coronary CT Angiography
    MICCAI 2024 ·
    Xinghua Ma
    ,
    Mingye Zou
    ,
    Xinyan Fang
    , Yang Liu,
    Gongning Luo
    ,
    Wei Wang
    ,
    Kuanquan Wang
    ,
    Zhaowen Qiu
    ,
    Xin Gao
    ,
    Shuo Li
  121. Text to Graph Query Using Filter Condition Attributes
    VLDB 2024 · Yang Liu,
    Xin Wang
    ,
    Jiake Ge
    ,
    Hui Wang
    ,
    Dawei Xu
    ,
    Yongzhe Jia
  122. VQA-Diff: Exploiting VQA and Diffusion for Zero-Shot Image-to-3D Vehicle Asset Generation in Autonomous Driving
    ECCV 2024 ·
    Yibo Liu
    ,
    Zheyuan Yang
    ,
    Guile Wu
    ,
    Yuan Ren
    ,
    Kejian Lin
    ,
    Bingbing Liu
    , Yang Liu,
    Jinjun Shan
  123. Vision-based Discovery of Nonlinear Dynamics for 3D Moving Target
    IJCAI 2024 ·
    Zitong Zhang
    , Yang Liu,
    Hao Sun
  124. ZeroFlow: Scalable Scene Flow via Distillation
    ICLR 2024 ·
    Kyle Vedder
    ,
    Neehar Peri
    ,
    Nathaniel Chodosh
    ,
    Ishan Khatri
    ,
    Eric Eaton
    ,
    Dinesh Jayaraman
    , Yang Liu,
    Deva Ramanan
    ,
    James Hays