Yi Liu

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

Venues

AAAI ×8 CVPR ×7 ACL ×5 ACM MM ×5 EMNLP ×3 MICCAI ×3 ICML ×2 ECCV ×1 ICCV ×1 ICDAR ×1 ICLR ×1 ICRA ×1 IJCAI ×1 InterSpeech ×1 NAACL ×1 NeurIPS ×1 WWW ×1

Frequent coauthors

Shicheng Li

×4

Xu Sun

×4

Shuigeng Zhou

×3

Yuanxin Liu

×3

Feifan Song

×2

Guoyin Wang

×2

Guanzhong Wang

×2

Qing Wang

×2

Yang Wang

×2

Liou Zhang

×2

Shijie Zhao

×2

Ben Kang

×2

Papers

AIM: Manifold-based Data Filtering for Representation Finetuning
AAAI 2026 ·
Qing Li
,
Qibin Zheng
, Yi Liu,
Xingchun Diao
Feedback to Reasoning: LLM-Assisted Molecular Optimization with Domain Feedback and Historical Reasoning
ACL 2026 ·
Wenhan Gao
,
Xiran Fan
,
Chin-Chia Michael Yeh
,
Jiarui Sun
,
Yuzhong Chen
,
Menghai Pan
,
Mahashweta Das
, Yi Liu
How Do Answer Tokens Read Reasoning Traces? Self-Reading Patterns in Thinking LLMs for Quantitative Reasoning
ACL 2026 ·
Haoyang Chen
, Yi Liu,
Jianzhi Shao
,
Tao Zhang
,
Chengfu Huo
,
Wei Hu
P-Aligner: Pre-Aligning LLMs via Principled Instruction Synthesis
WWW 2026 ·
Feifan Song
,
Bofei Gao
,
Yifan Song
, Yi Liu,
Weimin Xiong
,
Yuyang Song
,
Tianyu Liu
,
Guoyin Wang
,
Houfeng Wang
Sortblock: Similarity-Aware Feature Reuse for Diffusion Model
AAAI 2026 ·
Hanqi Chen
,
Xu Zhang
,
Xiaoliu Guan
,
Lielin Jiang
,
Guanzhong Wang
,
Zeyu Chen
, Yi Liu
Synergizing Multigrid Algorithms with Vision Transformer: A Novel Approach to Enhance the Seismic Foundation Model
AAAI 2026 ·
Huiwen Wu
,
Shuo Zhang
, Yi Liu,
Hongbin Ye
Who Should I Trust? Explicit Confidence-Focused Multimodal Intent Recognition
AAAI 2026 · Yi Liu,
Qimeng Yang
,
Lanlan Lu
ATLANTIS: Weak-to-Strong Learning via Importance Sampling
ACL 2025 · Yi Liu,
Guoyin Wang
,
Shicheng Li
,
Feifan Song
,
Xu Sun
Anatomy-Guided Multimodal Graph Networks for Alzheimer's Disease: Integrative Analysis of Cross-Modal Brain Connectivity Signatures
MICCAI 2025 ·
Wenzheng Hu
,
Zhenghua Guan
,
Peng Yang
,
Jiaqiang Li
, Yi Liu,
Shushen Gan
,
Tuo Cai
,
Ao Zhang
,
Tengda Zhang
,
Junlong Qu
,
Shaolong Wang
,
Gege Cai
,
Xiang Dong
,
Tianfu Wang
,
Baiying Lei
CycleVAR: Repurposing Autoregressive Model for Unsupervised One-Step Image Translation
ICCV 2025 · Yi Liu,
Shengqian Li
,
Zuzeng Lin
,
Feng Wang
,
Si Liu
D3: Diversity, Difficulty, and Dependability-Aware Data Selection for Sample-Efficient LLM Instruction Tuning
IJCAI 2025 ·
Jia Zhang
,
Chen-Xi Zhang
,
Yao Liu
,
Yi-Xuan Jin
,
Xiao-Wen Yang
,
Bo Zheng
, Yi Liu,
Lan-Zhe Guo
EMO-Avatar: An LLM-Agent-Orchestrated Framework for Multimodal Emotional Support in Human Animation
ACM MM 2025 ·
Keqi Chen
,
Wenxin Fu
,
Qihang Lu
,
Zekai Sun
,
Yizhong Geng
, Yi Liu,
Puyuan Guo
,
Yingming Gao
,
Ya Li
Effective Cloud Removal for Remote Sensing Images by an Improved Mean-Reverting Denoising Model with Elucidated Design Space
CVPR 2025 · Yi Liu,
Wengen Li
,
Jihong Guan
,
Shuigeng Zhou
,
Yichao Zhang
Erase Diffusion: Empowering Object Removal Through Calibrating Diffusion Pathways
CVPR 2025 · Yi Liu,
Hao Zhou
,
Benlei Cui
,
Wenxiang Shang
,
Ran Lin
Expanded SPAN for Efficient Super-Resolution
CVPR 2025 ·
Qing Wang
,
Yang Wang
,
Hongyu An
, Yi Liu,
Liou Zhang
,
Shijie Zhao
Exploring Enhanced Contextual Information for Video-Level Object Tracking
AAAI 2025 ·
Ben Kang
,
Xin Chen
,
Simiao Lai
,
Yang Liu
, Yi Liu,
Dong Wang
Large Language Models for Online Log Parsing in AIOps
ICDAR 2025 ·
Suqiong Zhang
,
Dongyi Fan
, Yi Liu,
Lili He
,
Zuohua Ding
Libra-Leaderboard: Towards Responsible AI through a Balanced Leaderboard of Safety and Capability
NAACL 2025 ·
Haonan Li
,
Xudong Han
,
Zenan Zhai
,
Honglin Mu
,
Hao Wang
,
Zhenxuan Zhang
,
Yilin Geng
,
Shom Lin
,
Renxi Wang
,
Artem Shelmanov
,
Xiangyu Qi
,
Yuxia Wang
,
Donghai Hong
,
Youliang Yuan
,
Meng Chen
,
Haoqin Tu
,
Fajri Koto
,
Cong Zeng
,
Tatsuki Kuribayashi
,
Rishabh Bhardwaj
,
Bingchen Zhao
,
Yawen Duan
, Yi Liu,
Emad A. Alghamdi
,
Yaodong Yang
,
Yinpeng Dong
,
Soujanya Poria
,
Pengfei Liu
,
Zhengzhong Liu
,
Xuguang Ren
,
Eduard H. Hovy
,
Iryna Gurevych
,
Preslav Nakov
,
Monojit Choudhury
,
Timothy Baldwin
Personality Prediction via Multimodal Fusion with Sentiment Analysis Enhancement
ACM MM 2025 ·
Xuerui Cheng
,
Feng Chen
,
Jun Xie
,
Kanokphan Lertniphonphan
, Yi Liu,
Zhepeng Wang
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
PunchBench: Benchmarking MLLMs in Multimodal Punchline Comprehension
ACL 2025 ·
Kun Ouyang
,
Yuanxin Liu
,
Shicheng Li
, Yi Liu,
Hao Zhou
,
Fandong Meng
,
Jie Zhou
,
Xu Sun
SUTrack: Towards Simple and Unified Single Object Tracking
AAAI 2025 ·
Xin Chen
,
Ben Kang
,
Wanting Geng
,
Jiawen Zhu
, Yi Liu,
Dong Wang
,
Huchuan Lu
StereoINR: Cross-View Geometry Consistent Stereo Super Resolution with Implicit Neural Representation
ACM MM 2025 · Yi Liu,
Xinyi Liu
,
Yi Wan
,
Panwang Xia
,
Qiong Wu
,
Yongjun Zhang
Towards High Robust Vision-Language Large Models: Benchmark and Method
ACM MM 2025 ·
Minyi Zhao
, Yi Liu,
Wensong He
,
Bingzhe Yu
,
Yuxi Mi
,
Shuigeng Zhou
Towards Robust Basal Ganglia Segmentation in Ultra-Low-Field Pediatric MRI via an Optimized MS-TCNet
MICCAI 2025 · Yi Liu,
Yueyue Zhu
,
Haotian Jiang
,
Xiaoyu Bai
,
Rongqing Cai
,
Geng Chen
UltraMR-Enforce: A Unified Ensemble Framework for Enhancement of Ultra-Low-Field MRI
MICCAI 2025 ·
Xiaoyu Bai
,
Yueyue Zhu
,
Haotian Jiang
,
Rongqing Cai
, Yi Liu,
Geng Chen
VENUS: A VLLM-driven Video Content Discovery System for Real Application Scenarios
EMNLP 2025 ·
Minyi Zhao
, Yi Liu,
Jianfeng Wen
,
Boshen Zhang
,
Hailang Chang
,
Zhiheng Ouyang
,
Jie Wang
,
Wensong He
,
Shuigeng Zhou
A Small and Fast BERT for Chinese Medical Punctuation Restoration
InterSpeech 2024 ·
Tongtao Ling
,
Yutao Lai
,
Lei Chen
,
Shilei Huang
, Yi Liu
Alignment-Enhanced Decoding: Defending Jailbreaks via Token-Level Adaptive Refining of Probability Distributions
EMNLP 2024 ·
Quan Liu
,
Zhenhong Zhou
,
Longzhu He
, Yi Liu,
Wei Zhang
,
Sen Su
Analysis of Differentially Private Synthetic Data: A Measurement Error Approach
AAAI 2024 ·
Yangdi Jiang
, Yi Liu,
Xiaodong Yan
,
Anne-Sophie Charest
,
Linglong Kong
,
Bei Jiang
CAMixerSR: Only Details Need More "Attention"
CVPR 2024 ·
Yan Wang
, Yi Liu,
Shijie Zhao
,
Junlin Li
,
Li Zhang
DETRs Beat YOLOs on Real-time Object Detection
CVPR 2024 ·
Yian Zhao
,
Wenyu Lv
,
Shangliang Xu
,
Jinman Wei
,
Guanzhong Wang
,
Qingqing Dang
, Yi Liu,
Jie Chen
Distribution-Aware Continual Test-Time Adaptation for Semantic Segmentation
ICRA 2024 ·
Jiayi Ni
,
Senqiao Yang
,
Ran Xu
,
Jiaming Liu
,
Xiaoqi Li
,
Wenyu Jiao
,
Zehui Chen
, Yi Liu,
Shanghang Zhang
HcaNet: Haze-concentration-aware Network for Real-scene Dehazing with Codebook Priors
ACM MM 2024 · Yi Liu,
Jiachen Li
,
Yanchun Ma
,
Qing Xie
,
Yongjian Liu
Multi-Source Conformal Inference Under Distribution Shift
ICML 2024 · Yi Liu,
Alexander Levis
,
Sharon-Lise T. Normand
,
Larry Han
Neural Field Classifiers via Target Encoding and Classification Loss
ICLR 2024 ·
Xindi Yang
,
Zeke Xie
,
Xiong Zhou
,
Boyu Liu
,
Buhua Liu
, Yi Liu,
Haoran Wang
,
Yunfeng Cai
,
Mingming Sun
Optimize Weight Rounding via Signed Gradient Descent for the Quantization of LLMs
EMNLP 2024 ·
Wenhua Cheng
,
Weiwei Zhang
,
Haihao Shen
,
Yiyang Cai
,
Xin He
,
Kaokao Lv
, Yi Liu
Tactile-Augmented Radiance Fields
CVPR 2024 ·
Yiming Dou
,
Fengyu Yang
, Yi Liu,
Antonio Loquercio
,
Andrew Owens
TempCompass: Do Video LLMs Really Understand Videos?
ACL 2024 ·
Yuanxin Liu
,
Shicheng Li
, Yi Liu,
Yuxiang Wang
,
Shuhuai Ren
,
Lei Li
,
Sishuo Chen
,
Xu Sun
,
Lu Hou
The Ninth NTIRE 2024 Efficient Super-Resolution Challenge Report
CVPR 2024 ·
Bin Ren
,
Yawei Li
,
Nancy Mehta
,
Radu Timofte
,
Hongyuan Yu
,
Cheng Wan
,
Yuxin Hong
,
Bingnan Han
,
Zhuoyuan Wu
,
Yajun Zou
,
Yuqing Liu
,
Jizhe Li
,
Keji He
,
Chao Fan
,
Heng Zhang
,
Xiaolin Zhang
,
Xuanwu Yin
,
Kunlong Zuo
,
Bohao Liao
,
Peizhe Xia
,
Long Peng
,
Zhibo Du
,
Xin Di
,
Wangkai Li
,
Yang Wang
,
Wei Zhai
,
Renjing Pei
,
Jiaming Guo
,
Songcen Xu
,
Yang Cao
,
Zhengjun Zha
,
Yan Wang
, Yi Liu,
Qing Wang
,
Gang Zhang
,
Liou Zhang
,
Shijie Zhao
,
Long Sun
,
Jinshan Pan
,
Jiangxin Dong
,
Jinhui Tang
,
Xin Liu
,
Min Yan
,
Qian Wang
,
Menghan Zhou
,
Yiqiang Yan
,
Yixuan Liu
,
Wensong Chan
,
Dehua Tang
,
Dong Zhou
,
Li Wang
,
Lu Tian
,
Emad Barsoum
,
Bohan Jia
,
Junbo Qiao
,
Yunshuai Zhou
,
Yun Zhang
,
Wei Li
,
Shaohui Lin
,
Shenglong Zhou
,
Binbin Chen
,
Jincheng Liao
,
Suiyi Zhao
,
Zhao Zhang
,
Bo Wang
,
Yan Luo
,
Yanyan Wei
,
Feng Li
,
Mingshen Wang
,
Yawei Li
,
Jinhan Guan
,
Dehua Hu
,
Jiawei Yu
,
Qisheng Xu
,
Tao Sun
,
Long Lan
,
Kele Xu
,
Xin Lin
,
Jingtong Yue
,
Lehan Yang
,
Shiyi Du
,
Lu Qi
,
Chao Ren
,
Zeyu Han
,
Yuhan Wang
,
Chaolin Chen
,
Haobo Li
,
Mingjun Zheng
,
Zhongbao Yang
,
Lianhong Song
,
Xingzhuo Yan
,
Minghan Fu
,
Jingyi Zhang
,
Baiang Li
,
Qi Zhu
,
Xiaogang Xu
,
Dan Guo
,
Chunle Guo
,
Jiadi Chen
,
Huanhuan Long
,
Chunjiang Duanmu
,
Xiaoyan Lei
,
Jie Liu
,
Weilin Jia
,
Weifeng Cao
,
Wenlong Zhang
,
Yanyu Mao
,
Ruilong Guo
,
Nihao Zhang
,
Manoj Pandey
,
Maksym Chernozhukov
,
Giang Le
,
Shuli Cheng
,
Hongyuan Wang
,
Ziyan Wei
,
Qingting Tang
,
Liejun Wang
,
Yongming Li
,
Yanhui Guo
,
Hao Xu
,
Akram Khatami-Rizi
,
Ahmad Mahmoudi-Aznaveh
,
Chih-Chung Hsu
,
Chia-Ming Lee
,
Yi-Shiuan Chou
,
Amogh Joshi
,
Nikhil Akalwadi
,
Sampada Malagi
,
Palani Yashaswini
,
Chaitra Desai
,
Ramesh Ashok Tabib
,
Ujwala Patil
,
Uma Mudenagudi
Towards Efficient and Effective Text-to-Video Retrieval with Coarse-to-Fine Visual Representation Learning
AAAI 2024 ·
Kaibin Tian
,
Yanhua Cheng
, Yi Liu,
Xinglin Hou
,
Quan Chen
,
Han Li
Tuning-free Estimation and Inference of Cumulative Distribution Function under Local Differential Privacy
ICML 2024 · Yi Liu,
Qirui Hu
,
Linglong Kong
VITATECS: A Diagnostic Dataset for Temporal Concept Understanding of Video-Language Models
ECCV 2024 ·
Shicheng Li
,
Lei Li
, Yi Liu,
Shuhuai Ren
,
Yuanxin Liu
,
Rundong Gao
,
Xu Sun
,
Lu Hou