Zicheng Liu

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