Started

Created on January 21, 2020

2020

Started work at Adobe Research.

Publications by Year

2026 (9) ▲

ICLR 2026
FastCar: Cache Attentive Replay for Fast Auto-Regres...
AAAI 2026
OIDA-QA: A Multimodal Benchmark for Analyzing the Op...
CVPR 2026
DiffGraph: An Automated Agent-driven Model Merging F...
CVPR 2026
Sparse-LaViDa: Sparse Multimodal Discrete Diffusion ...
arXiv preprint arXiv:2602.14147 2026
LaViDa-R1: Advancing Reasoning for Unified Multimoda...
Text rendering for image generation models
Generating 3D models from a single image
arXiv preprint arXiv:2601.04589 2026
MiLDEdit: Reasoning-Based Multi-Layer Design Documen...
ICLR 2026
LaViDa-O: Elastic Large Masked Diffusion Models for ...

2025 (35) ▼

EMNLP 2025
Commit: Coordinated instruction tuning for multimoda...
Efficient vision-language retrieval using structural...
Generating temporal dependency graphs
WACV 2025
ARTIST: Improving the Generation of Text-rich Images...
WACV 2025
Differential privacy mechanisms in neural tangent ke...
Submitted to ACL 2025
A multi-llm debiasing framework
ICLR 2025
Imagefolder: Autoregressive image generation with fo...
ICLR 2025
LoRA-Contextualizing Adaptation of Large Multimodal ...
TMLR 2025
Personalization of large language models: A survey
AAAI 2025
Numerical pruning for efficient autoregressive models
AAAI 2025
LazyDiT: Lazy Learning for the Acceleration of Diffu...
CVPR 2025
MegaSynth: Scaling Up 3D Scene Reconstruction with S...
ICCV 2025
Refer to Anything with Vision-Language Prompts
ICCV 2025
DiffIP: Representation Fingerprints for Robust IP Pr...
ICCV 2025
Multimodal LLMs as Customized Reward Models for Text...
arXiv preprint arXiv:2501.19201 2025
Efficient Reasoning with Hidden Thinking
ACL 2025
From Selection to Generation: A Survey of LLM-based ...
Submitted to NeurIPS 2025
Efficient Reasoning with Hidden Thinking
Submitted to NeurIPS 2025
ADOPT: A Multimodal Framework for Document Understan...
Submitted to NeurIPS 2025
DraftAttention: Fast Video Diffusion via Low-Resolut...
Submitted to NeurIPS 2025
MENTOR: Efficient Multimodal-Conditioned Tuning for ...
TMLR 2025
From Preferences to Prejudice: The Role of Alignment...
NeurIPS 2025
R-KV: Redundancy-aware KV Cache Compression for Reas...
Submitted to NeurIPS 2025
ADOPD-Instruct: A Large-Scale Multimodal Dataset for...
ACL 2025
Metal: A multi-agent framework for chart generation ...
Utilizing a generative neural network to interactive...
Submitted to ICCV 2025
Robust Latent Matters: Boosting Image Generation wit...
Generating 3d models from a single image
Position-based text-to-speech model
CVPR 2025
QuartDepth: Post-Training Quantization for Real-Time...
Generating an improved named entity recognition mode...
Submitted to COLM 2025
Towards Visual Text Grounding of Multimodal Large La...
Unified pretraining framework for document understan...
arXiv preprint arXiv:2512.14691 2025
MMGR: Multi-Modal Generative Reasoning
arXiv preprint arXiv:2512.12487 2025
More Than the Final Answer: Improving Visual Extract...

2024 (33) ▼

Self-supervised document representation learning
Multi-scale distillation for low-resolution detection
Utilizing a generative neural network to interactive...
NNNACL Findings 2024
Improving a Named Entity Recognizer Trained on Noisy...
ICLR 2024 Oral
Lrm: Large reconstruction model for single image to 3d
CVPR 2024
Customization assistant for text-to-image generation
ACL 2024
Selective reflection-tuning: Student-selected data r...
ICLR 2024
ADoPD: A large-scale document page decomposition dat...
ICLR 2024
SOHES: Self-supervised open-world hierarchical entit...
Image and semantic based table recognition
Label induction
Training language models and preserving privacy
arXiv preprint arXiv:2405.03251 2024
Exploring the frontiers of softmax: Provable optimiz...
COLING 2024
DocScript: Document-Level Script Event Prediction
Extracting document hierarchy using a multimodal, la...
Language-guided document editing
CVPR 2024
Trins: Towards multimodal language models that can read
arXiv preprint arXiv:2406.09305 2024
Toffee: Efficient million-scale dataset construction...
CVPR 2024
DocSynthv2: A Practical Autoregressive Modeling for ...
NAACL 2024
Self-Cleaning: Improving a Named Entity Recognizer T...
ICML 2024
Category-aware active domain adaptation
arXiv preprint arXiv:2407.19185 2024
Llava-read: Enhancing reading ability of multimodal ...
arXiv preprint arXiv:2408.14594 2024
Mmr: Evaluating reading ability of large multimodal ...
EMNLP 2024
TextLap: Customizing Language Models for Text-to-Lay...
EMNLP 2024
Advancing Vision-Language Models with Adapter Ensemb...
TEXT-TO-IMAGE SYSTEM AND METHOD
IDENTIFYING VISUAL TEXT USING VISION-LANGUAGE MODELS
EFFICIENT AUGMENTATION FOR MULTIMODAL MACHINE LEARNING
arXiv preprint arXiv:2410.16400 2024
VipAct: Visual-perception enhancement via specialize...
arXiv preprint arXiv:2410.20011 2024
A survey of small language models
arXiv preprint arXiv:2412.01762 2024
XQ-GAN: An Open-source Image Tokenization Framework ...
arXiv preprint arXiv:2412.02142 2024
Personalized Multimodal Large Language Models: A Survey
arXiv preprint arXiv:2412.10533 2024
SUGAR: Subject-Driven Video Customization in a Zero-...

2023 (18) ▼

Knowledge distillation for neural networks using mul...
ICCV 2023
High-Quality Entity Segmentation
WACV 2023
LayerDoc: layer-wise extraction of spatial hierarchi...
ACL 2023
A critical analysis of out-of-distribution detection...
ACL 2023
Learning the visualness of text using large vision-l...
Preserving user-entity differential privacy in natur...
Enhanced document visual question answering system v...
NeurIPS 2023
AIMS: all-inclusive multi-level segmentation for any...
AAAI 2023
Docedit: language-guided document editing
NeurIPS Workshop 2023
Llavar: Enhanced visual instruction tuning for text-...
Facilitating identification of fillable regions in a...
Open vocabulary instance segmentation
Adaptive sparse attention pattern
Systems and methods for product retrieval
EMNLP 2023
A critical analysis of document out-of-distribution ...
Multimodal extraction across multiple granularities
Open vocabulary instance segmentation with noise est...
NeurIPS Workshop 2023
Reflection-tuning: Data recycling improves llm instr...

2022 (19) ▼

Generating scene graphs from digital images using ex...
AAAI 2022
UNISON: Unpaired cross-lingual image captioning
T-PAMI 2022
Open world entity segmentation
CVPR 2022
Open-vocabulary instance segmentation via robust cro...
CVPR 2022
Towards language-free training for text-to-image gen...
ECCV 2022
Ca-ssl: Class-agnostic semi-supervised learning for ...
Big Data 2022
User-entity differential privacy in learning natural...
AAAI 2022
Tigan: Text-based interactive image generation and m...
ACM Web 2022
Fedkc: Federated knowledge composition for multiling...
ACL 2022
Learning adaptive axis attentions in fine-tuning: Be...
Self-supervised visual-relationship probing
CVPR 2022
Ei-clip: Entity-aware interventional contrastive lea...
NNACL 2022
Doctime: A document-level temporal dependency graph ...
ECCV 2022
Meta spatio-temporal debiasing for video scene graph...
INTERSPEECH 2022
DocLayoutTTS: Dataset and Baselines for Layout-infor...
Generating scene graphs from digital images using ex...
ECCV 2022
Improving the reliability for confidence estimation
NeurIPS 2022
Delving into out-of-distribution detection with visi...
EMNLP 2022
MGDoc: Pre-training with multi-granular hierarchy fo...

2021 (5) ▼

NAACL 2021
Towards interpreting and mitigating shortcut learnin...
CVPR 2021
Multi-scale aligned distillation for low-resolution ...
CVPR 2021
Selfdoc: Self-supervised document representation lea...
CVPR 2021
Exploiting semantic embedding and visual feature for...
NeurIPS 2021
Unidoc: Unified pretraining framework for document u...

2020 (3) ▼

PESGM 2020
Resilient load restoration in microgrids considering...
ECCV 2020
Finding it at another side: A viewpoint-adapted matc...
NeurIPS 2020
Self-supervised relationship probing

2019 (3) ▼

ICCV 2019
Unpaired Image Captioning via Scene Graph Alignments
CVPR 2019
Scene graph generation with external knowledge and i...
ACM MM 2019
Watch It Twice: Video Captioning with a Refocused Vi...

2018 (6) ▼

AAAI 2018 Oral
Stack-Captioning: Coarse-to-Fine Learning for Image ...
CVPR 2018 Spotlight
Look, Imagine and Match: Improving Textual-Visual Cr...
Pattern Recognition 2018
Recent advances in convolutional neural networks
Neurocomputing 2018
Video Captioning with Boundary-aware Hierarchical La...
ECCV 2018
Unpaired image captioning by language pivoting
TRECVID 2018
NTU ROSE Lab at TRECVID 2018: Ad-hoc Video Search an...

2017 (1) ▼

ICCV 2017
An empirical study of language cnn for image captioning

2014 (1) ▼

Journal of University of Chinese Academy of Sciences 2014
HJ-1C real-time image processing technology based on...

2013 (1) ▼

Microelectronics \& Computer 2013
Research of RS Decoding Technology Based on GPU