← Authors

Zicheng Liu

97 papers · 2013–2026 · 11 conferences · across top CS/AI conferences

Achievements

πŸƒ Academic Marathon (13) πŸ—ΊοΈ Taxonomy Completionist (12) 🧭 Keyword Pioneer 🌍 Conference Polyglot (11) 🐣 Hot Topic Early Bird 🐝 Cross-Pollinator (10) 🌈 Renaissance Researcher (5) πŸŒ‰ Interdisciplinary Bridge 🌟 Keyword Trendsetter Combo (4) 🏠 Conference Loyalist (30) πŸ† Grand Slam πŸ‘‘ Triple Crown 🀝 Dynamic Duo (43) πŸ”¬ Deep Specialist (15) 🧬 Topic Evolution πŸ† Keyword Champion (2) πŸ—ƒοΈ Keyword Collector (345) ⚑ Prolific Year (21) ❓ The Questioner πŸ’Ž Century Club (95) πŸ”₯ Unstoppable (9) πŸš€ Conference Pioneer

Conferences

CVPR (30) ICLR (12) ECCV (9) ICML (9) NIPS (9) AAAI (8) ICCV (6) WACV (5) ACL (4) IJCAI (3) EMNLP (2)

Top co-authors

Lijuan Wang (43) Jianfeng Wang (21) Kevin Lin (19) Zhengyuan Yang (18) Yinpeng Chen (17) Stan Z. Li (17) Linjie Li (17) Siyuan Li (16) Chung-Ching Lin (13) Zhe Gan (13)

Keywords

diffusion model (10) image generation (9) multimodal learning (8) transfer learning (6) object detection (6) large language model (5) image captioning (5) zero-shot learning (5) generative model (5) vision-language model (5) image segmentation (4) video generation (4) representation learning (4) knowledge distillation (4) vector quantization (3) video understanding (3) efficient computing (3) model compression (3) semi-supervised learning (3) video captioning (3)

Papers

MergeDNA: Context-Aware Genome Modeling with Dynamic Tokenization Through Token Merging AAAI 2026
Conditional Text-to-Image Generation with Reference Guidance WACV 2026
TrinityDNA: A Bio-Inspired Foundational Model for Efficient Long-Sequence DNA Modeling AAAI 2026
Tuning Timestep-Distilled Diffusion Model Using Pairwise Sample Optimization ICLR 2025
EVA: Geometric Inverse Design for Fast Protein Motif-Scaffolding with Coupled Flow ICLR 2025
Bridging the Gap between Database Search and \emph{De Novo} Peptide Sequencing with SearchNovo ICLR 2025
CBGBench: Fill in the Blank of Protein-Molecule Complex Binding Graph ICLR 2025
Self-Taught Agentic Long Context Understanding ACL 2025
TaDA: Training-free recipe for Decoding with Adaptive KV Cache Compression and Mean-centering ACL 2025
Masked Autoencoders Are Effective Tokenizers for Diffusion Models ICML 2025
B-VLLM: A Vision Large Language Model with Balanced Spatio-Temporal Tokens ICCV 2025
Agent Laboratory: Using LLM Agents as Research Assistants EMNLP 2025
TTT-Bench: A Benchmark for Evaluating Reasoning Ability with Simple and Novel Tic-Tac-Toe-style Games EMNLP 2025
Exploring Invariance in Images through One-way Wave Equations ICML 2025
MergeVQ: A Unified Framework for Visual Generation and Representation with Disentangled Token Merging and Quantization CVPR 2025
SoftVQ-VAE: Efficient 1-Dimensional Continuous Tokenizer CVPR 2025
DaCapo: Score Distillation as Stacked Bridge for Fast and High-quality 3D Editing CVPR 2025
Taming LLMs with Gradient Grouping ACL 2025
SemiReward: A General Reward Model for Semi-supervised Learning ICLR 2024
RDesign: Hierarchical Data-efficient Representation Learning for Tertiary Structure-based RNA Design ICLR 2024
GRiT: A Generative Region-to-text Transformer for Object Understanding ECCV 2024
LongVQ: Long Sequence Modeling with Vector Quantization on Structured Memory IJCAI 2024
Taming Diffusion Prior for Image Super-Resolution with Domain Shift SDEs NIPS 2024
Bring Metric Functions into Diffusion Models IJCAI 2024
MM-Narrator: Narrating Long-form Videos with Multimodal In-Context Learning CVPR 2024
Training Diffusion Models Towards Diverse Image Generation with Reinforcement Learning CVPR 2024
Segment and Caption Anything CVPR 2024
DisCo: Disentangled Control for Realistic Human Dance Generation CVPR 2024
Idea2Img: Iterative Self-Refinement with GPT-4V for Automatic Image Design and Generation ECCV 2024
IDOL: Unified Dual-Modal Latent Diffusion for Human-Centric Joint Video-Depth Generation ECCV 2024
PSC-CPI: Multi-Scale Protein Sequence-Structure Contrasting for Efficient and Generalizable Compound-Protein Interaction Prediction AAAI 2024
ORES: Open-Vocabulary Responsible Visual Synthesis AAAI 2024
MPT: Mesh Pre-Training With Transformers for Human Pose and Mesh Reconstruction WACV 2024
MM-Vet: Evaluating Large Multimodal Models for Integrated Capabilities ICML 2024
StrokeNUWAβ€”Tokenizing Strokes for Vector Graphic Synthesis ICML 2024
Short-Long Convolutions Help Hardware-Efficient Linear Attention to Focus on Long Sequences ICML 2024
PPFLOW: Target-Aware Peptide Design with Torsional Flow Matching ICML 2024
VQDNA: Unleashing the Power of Vector Quantization for Multi-Species Genomic Sequence Modeling ICML 2024
Completing Visual Objects via Bridging Generation and Segmentation ICML 2024
MogaNet: Multi-order Gated Aggregation Network ICLR 2024
Adaptive Human Matting for Dynamic Videos CVPR 2023
PaintSeg: Painting Pixels for Training-free Segmentation NIPS 2023
Harnessing Hard Mixed Samples with Decoupled Regularizer NIPS 2023
OpenSTL: A Comprehensive Benchmark of Spatio-Temporal Predictive Learning NIPS 2023
NUWA-XL: Diffusion over Diffusion for eXtremely Long Video Generation ACL 2023
Deep Frequency Filtering for Domain Generalization CVPR 2023
An Empirical Study of End-to-End Video-Language Transformers With Masked Visual Modeling CVPR 2023
ReCo: Region-Controlled Text-to-Image Generation CVPR 2023
Binary Latent Diffusion CVPR 2023
LAVENDER: Unifying Video-Language Understanding As Masked Language Modeling CVPR 2023
Neural Voting Field for Camera-Space 3D Hand Pose Estimation CVPR 2023
Equivariant Similarity for Vision-Language Foundation Models ICCV 2023
Layer Grafted Pre-training: Bridging Contrastive Learning And Masked Image Modeling For Label-Efficient Representations ICLR 2023
Energy-Inspired Self-Supervised Pretraining for Vision Models ICLR 2023
Learning 3D Photography Videos via Self-supervised Diffusion on Single Images IJCAI 2023
MMPTRACK: Large-Scale Densely Annotated Multi-Camera Multiple People Tracking Benchmark WACV 2023
TransMOT: Spatial-Temporal Graph Transformer for Multiple Object Tracking WACV 2023
Towards Reasonable Budget Allocation in Untargeted Graph Structure Attacks via Gradient Debias NIPS 2022
An Intriguing Property of Geophysics Inversion ICML 2022
Scaling Up Vision-Language Pre-Training for Image Captioning CVPR 2022
UniTAB: Unifying Text and Box Outputs for Grounded Vision-Language Modeling ECCV 2022
Should All Proposals Be Treated Equally in Object Detection? ECCV 2022
AutoMix: Unveiling the Power of Mixup for Stronger Classifiers ECCV 2022
"A Simple Approach and Benchmark for 21,000-Category Object Detection" ECCV 2022
Generalized Clustering and Multi-Manifold Learning With Geometric Structure Preservation WACV 2022
An Empirical Study of GPT-3 for Few-Shot Knowledge-Based VQA AAAI 2022
OVIS: Open-Vocabulary Visual Instance Search via Visual-Semantic Aligned Representation Learning AAAI 2022
Playing Lottery Tickets with Vision and Language AAAI 2022
Injecting Semantic Concepts Into End-to-End Image Captioning CVPR 2022
NUWA-Infinity: Autoregressive over Autoregressive Generation for Infinite Visual Synthesis NIPS 2022
An Empirical Study of Training End-to-End Vision-and-Language Transformers CVPR 2022
Unsupervised Learning of Full-Waveform Inversion: Connecting CNN and Partial Differential Equation in a Loop ICLR 2022
ELEVATER: A Benchmark and Toolkit for Evaluating Language-Augmented Visual Models NIPS 2022
Coarse-to-Fine Vision-Language Pre-training with Fusion in the Backbone NIPS 2022
SwinBERT: End-to-End Transformers With Sparse Attention for Video Captioning CVPR 2022
Cross-Modal Representation Learning for Zero-Shot Action Recognition CVPR 2022
Lifelong Unsupervised Domain Adaptive Person Re-Identification With Coordinated Anti-Forgetting and Adaptation CVPR 2022
Mobile-Former: Bridging MobileNet and Transformer CVPR 2022
VIVO: Visual Vocabulary Pre-Training for Novel Object Captioning AAAI 2021
Stronger NAS with Weaker Predictors NIPS 2021
Compressing Visual-Linguistic Model via Knowledge Distillation ICCV 2021
End-to-End Semi-Supervised Object Detection With Soft Teacher ICCV 2021
Mesh Graphormer ICCV 2021
MicroNet: Improving Image Recognition With Extremely Low FLOPs ICCV 2021
End-to-End Human Pose and Mesh Reconstruction with Transformers CVPR 2021
Probabilistic Model Distillation for Semantic Correspondence CVPR 2021
Revisiting Dynamic Convolution via Matrix Decomposition ICLR 2021
SEED: Self-supervised Distillation For Visual Representation ICLR 2021
Dynamic Convolution: Attention Over Convolution Kernels CVPR 2020
Rethinking Classification and Localization for Object Detection CVPR 2020
Dynamic ReLU ECCV 2020
Large Scale Incremental Learning CVPR 2019
Reinforced Temporal Attention and Split-Rate Transfer for Depth-Based Person Re-Identification ECCV 2018
Probabilistic Graphlet Cut: Exploiting Spatial Structure Cue for Weakly Supervised Image Segmentation CVPR 2013
Semi-supervised Node Splitting for Random Forest Construction CVPR 2013
Tensor-Based Human Body Modeling CVPR 2013
HON4D: Histogram of Oriented 4D Normals for Activity Recognition from Depth Sequences CVPR 2013