Guiguang Ding

Tsinghua University, Beijing, China

38 papers at tracked venues · 22 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0003-0137-9975 ↗Homepage ↗

Venues

AAAI ×6 CVPR ×6 ECCV ×4 EMNLP ×4 NeurIPS ×4 IJCAI ×3 NAACL ×3 ACM MM ×2 ICCV ×2 AAMAS ×1 ACL ×1 ECAI ×1 ICLR ×1

Frequent coauthors

Hui Chen

×26

Jungong Han

×21

Zijia Lin

×19

Sicheng Zhao

×10

Yizhe Xiong

×8

Tianxiang Hao

×6

Ao Wang

×6

Leqi Shen

×5

Zhenpeng Su

×5

Mengyao Lyu

×4

Yifeng Zhang

×4

Pengzhang Liu

×4

Papers

GigaMoE: Sparsity-Guided Mixture of Experts for Efficient Gigapixel Object Detection
AAAI 2026 ·
Xiang Li
,
Wenxi Li
,
Yuetong Wang
,
Chenyang Lyu
,
Haozhe Lin
, Guiguang Ding,
Yuchen Guo
Tracking and Segmenting Anything in Any Modality
AAAI 2026 ·
Tianlu Zhang
,
Qiang Zhang
, Guiguang Ding,
Jungong Han
AdaTP: Attention-Debiased Token Pruning for Video Large Language Models
EMNLP 2025 ·
Fengyuan Sun
,
Leqi Shen
,
Hui Chen
,
Sicheng Zhao
,
Jungong Han
, Guiguang Ding
Advancing Reliable Test-Time Adaptation of Vision-Language Models under Visual Variations
ACM MM 2025 ·
Yiwen Liang
,
Hui Chen
,
Yizhe Xiong
,
Zihan Zhou
,
Mengyao Lyu
,
Zijia Lin
,
Shuaicheng Niu
,
Sicheng Zhao
,
Jungong Han
, Guiguang Ding
Bayesian Prompt Flow Learning for Zero-Shot Anomaly Detection
CVPR 2025 ·
Zhen Qu
,
Xian Tao
,
Xinyi Gong
,
Shichen Qu
,
Qiyu Chen
,
Zhengtao Zhang
,
Xingang Wang
, Guiguang Ding
CartesianMoE: Boosting Knowledge Sharing among Experts via Cartesian Product Routing in Mixture-of-Experts
NAACL 2025 ·
Zhenpeng Su
,
Xing Wu
,
Zijia Lin
,
Yizhe Xiong
,
Minxuan Lv
,
Guangyuan Ma
,
Hui Chen
,
Songlin Hu
, Guiguang Ding
DSMoE: Matrix-Partitioned Experts with Dynamic Routing for Computation-Efficient Dense LLMs
EMNLP 2025 ·
Minxuan Lv
,
Zhenpeng Su
,
Leiyu Pan
,
Yizhe Xiong
,
Zijia Lin
,
Hui Chen
,
Wei Zhou
,
Jungong Han
, Guiguang Ding,
Wenwu Ou
,
Di Zhang
,
Kun Gai
,
Songlin Hu
DictAS: A Framework for Class-Generalizable Few-Shot Anomaly Segmentation via Dictionary Lookup
ICCV 2025 ·
Zhen Qu
,
Xian Tao
,
Xinyi Gong
,
Shichen Qu
,
Xiaopei Zhang
,
Xingang Wang
,
Fei Shen
,
Zhengtao Zhang
,
Mukesh Prasad
, Guiguang Ding
DiscoVLA: Discrepancy Reduction in Vision, Language, and Alignment for Parameter-Efficient Video-Text Retrieval
CVPR 2025 ·
Leqi Shen
,
Guoqiang Gong
,
Tianxiang Hao
,
Tao He
,
Yifeng Zhang
,
Pengzhang Liu
,
Sicheng Zhao
,
Jungong Han
, Guiguang Ding
Exploiting Position Information in Convolutional Kernels for Structural Re-parameterization
IJCAI 2025 ·
Tianxiang Hao
,
Hui Chen
, Guiguang Ding
Extending LLM Context Window with Adaptive Grouped Positional Encoding: A Training-Free Method
ACL 2025 ·
Xinhao Xu
,
Jiaxin Li
,
Hui Chen
,
Zijia Lin
,
Jungong Han
, Guiguang Ding
Fast Quiet-STaR: Thinking Without Thought Tokens
EMNLP 2025 ·
Wei Huang
,
Yizhe Xiong
,
Xin Ye
,
Zhijie Deng
,
Hui Chen
,
Zijia Lin
, Guiguang Ding
FastVID: Dynamic Density Pruning for Fast Video Large Language Models
NeurIPS 2025 ·
Leqi Shen
,
Guoqiang Gong
,
Tao He
,
Yifeng Zhang
,
Pengzhang Liu
,
Sicheng Zhao
, Guiguang Ding
HEIE: MLLM-Based Hierarchical Explainable AIGC Image Implausibility Evaluator
CVPR 2025 ·
Fan Yang
,
Ru Zhen
,
Jianing Wang
,
Yanhao Zhang
,
Haoxiang Chen
,
Haonan Lu
,
Sicheng Zhao
, Guiguang Ding
LSNet: See Large, Focus Small
CVPR 2025 ·
Ao Wang
,
Hui Chen
,
Zijia Lin
,
Jungong Han
, Guiguang Ding
Mitigating Hallucinations in Multi-modal Large Language Models via Image Token Attention-Guided Decoding
NAACL 2025 ·
Xinhao Xu
,
Hui Chen
,
Mengyao Lyu
,
Sicheng Zhao
,
Yizhe Xiong
,
Zijia Lin
,
Jungong Han
, Guiguang Ding
PrefixKV: Adaptive Prefix KV Cache is What Vision Instruction-Following Models Need for Efficient Generation
NeurIPS 2025 ·
Ao Wang
,
Hui Chen
,
Jianchao Tan
,
Kefeng Zhang
,
Xunliang Cai
,
Zijia Lin
,
Jungong Han
, Guiguang Ding
Promptable Anomaly Segmentation with SAM Through Self-Perception Tuning
AAAI 2025 ·
Hui-Yue Yang
,
Hui Chen
,
Ao Wang
,
Kai Chen
,
Zijia Lin
,
Yongliang Tang
,
Pengcheng Gao
,
Yuming Quan
,
Jungong Han
, Guiguang Ding
Scaffold-BPE: Enhancing Byte Pair Encoding for Large Language Models with Simple and Effective Scaffold Token Removal
AAAI 2025 ·
Haoran Lian
,
Yizhe Xiong
,
Jianwei Niu
,
Shasha Mo
,
Zhenpeng Su
,
Zijia Lin
,
Hui Chen
,
Jungong Han
, Guiguang Ding
TempMe: Video Temporal Token Merging for Efficient Text-Video Retrieval
ICLR 2025 ·
Leqi Shen
,
Tianxiang Hao
,
Tao He
,
Sicheng Zhao
,
Yifeng Zhang
,
Pengzhang Liu
,
Yongjun Bao
, Guiguang Ding
Temporal Scaling Law for Large Language Models
EMNLP 2025 ·
Yizhe Xiong
,
Xiansheng Chen
,
Xin Ye
,
Hui Chen
,
Zijia Lin
,
Haoran Lian
,
Zhenpeng Su
,
Wei Huang
,
Jianwei Niu
,
Jungong Han
, Guiguang Ding
YOLOE: Real-Time Seeing Anythi
ICCV 2025 ·
Ao Wang
,
Lihao Liu
,
Hui Chen
,
Zijia Lin
,
Jungong Han
, Guiguang Ding
Context Enhancement with Reconstruction as Sequence for Unified Unsupervised Anomaly Detection
ECAI 2024 ·
Hui-Yue Yang
,
Hui Chen
,
Lihao Liu
,
Zijia Lin
,
Kai Chen
,
Liejun Wang
,
Jungong Han
, Guiguang Ding
Debiased Novel Category Discovering and Localization
AAAI 2024 ·
Juexiao Feng
,
Yuhong Yang
,
Yanchun Xie
,
Yaqian Li
,
Yandong Guo
,
Yuchen Guo
,
Yuwei He
,
Liuyu Xiang
, Guiguang Ding
Geometry-Guided Domain Generalization for Monocular 3D Object Detection
AAAI 2024 ·
Fan Yang
,
Hui Chen
,
Yuwei He
,
Sicheng Zhao
,
Chenghao Zhang
,
Kai Ni
, Guiguang Ding
JDRec: Practical Actor-Critic Framework for Online Combinatorial Recommender System
AAMAS 2024 ·
Xin Zhao
,
Jiaxin Li
,
Zhiwei Fang
,
Yuchen Guo
,
Jinyuan Zhao
,
Jie He
,
Wenlong Chen
,
Changping Peng
, Guiguang Ding
Learn from the Learnt: Source-Free Active Domain Adaptation via Contrastive Sampling and Visual Persistence
ECCV 2024 ·
Mengyao Lyu
,
Tianxiang Hao
,
Xinhao Xu
,
Hui Chen
,
Zijia Lin
,
Jungong Han
, Guiguang Ding
MiLe Loss: a New Loss for Mitigating the Bias of Learning Difficulties in Generative Language Models
NAACL 2024 ·
Zhenpeng Su
,
Zijia Lin
,
Bai Xue
,
Hui Chen
, Guiguang Ding,
Wei Zhou
,
Songlin Hu
More is Better: Deep Domain Adaptation with Multiple Sources
IJCAI 2024 ·
Sicheng Zhao
,
Hui Chen
,
Hu Huang
,
Pengfei Xu
, Guiguang Ding
Multi-Label Learning with Block Diagonal Labels
ACM MM 2024 ·
Leqi Shen
,
Sicheng Zhao
,
Yifeng Zhang
,
Hui Chen
,
Jundong Zhou
,
Pengzhang Liu
,
Yongjun Bao
, Guiguang Ding
One-dimensional Adapter to Rule Them All: Concepts, Diffusion Models and Erasing Applications
CVPR 2024 ·
Mengyao Lyu
,
Yuhong Yang
,
Haiwen Hong
,
Hui Chen
,
Xuan Jin
,
Yuan He
,
Hui Xue
,
Jungong Han
, Guiguang Ding
PYRA: Parallel Yielding Re-activation for Training-Inference Efficient Task Adaptation
ECCV 2024 ·
Yizhe Xiong
,
Hui Chen
,
Tianxiang Hao
,
Zijia Lin
,
Jungong Han
,
Yuesong Zhang
,
Guoxin Wang
,
Yongjun Bao
, Guiguang Ding
Quantized Prompt for Efficient Generalization of Vision-Language Models
ECCV 2024 ·
Tianxiang Hao
,
Xiaohan Ding
,
Juexiao Feng
,
Yuhong Yang
,
Hui Chen
, Guiguang Ding
Rep ViT: Revisiting Mobile CNN From ViT Perspective
CVPR 2024 ·
Ao Wang
,
Hui Chen
,
Zijia Lin
,
Jungong Han
, Guiguang Ding
Revisiting motion information for RGB-Event tracking with MOT philosophy
NeurIPS 2024 ·
Tianlu Zhang
,
Kurt Debattista
,
Qiang Zhang
, Guiguang Ding,
Jungong Han
TaD: A Plug-and-Play Task-Aware Decoding Method to Better Adapt LLMs on Downstream Tasks
IJCAI 2024 ·
Xinhao Xu
,
Hui Chen
,
Zijia Lin
,
Jungong Han
,
Lixing Gong
,
Guoxin Wang
,
Yongjun Bao
, Guiguang Ding
VCP-CLIP: A Visual Context Prompting Model for Zero-Shot Anomaly Segmentation
ECCV 2024 ·
Zhen Qu
,
Xian Tao
,
Mukesh Prasad
,
Fei Shen
,
Zhengtao Zhang
,
Xinyi Gong
, Guiguang Ding
YOLOv10: Real-Time End-to-End Object Detection
NeurIPS 2024 ·
Ao Wang
,
Hui Chen
,
Lihao Liu
,
Kai Chen
,
Zijia Lin
,
Jungong Han
, Guiguang Ding