← Authors

Jian Chen

42 papers · 2018–2026 · 13 conferences · across top CS/AI conferences

Achievements

🐣 Hot Topic Early Bird πŸŒ‰ Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (13) πŸƒ Academic Marathon (7) 🐝 Cross-Pollinator (6) 🌈 Renaissance Researcher (9) πŸ—ΊοΈ Taxonomy Completionist (71) πŸ† Grand Slam πŸ‘₯ Mega-Team (30) πŸ’Ž Century Club (36) ⚑ Prolific Year (6) πŸ—ƒοΈ Keyword Collector (187)

Conferences

AAAI (10) NIPS (6) ICLR (4) ICML (4) EMNLP (3) ICCV (3) IJCAI (3) ACL (2) CVPR (2) JMLR (2) COLING (1) INTERSPEECH (1) UAI (1)

Top co-authors

Changyou Chen (7) Yong Guo (7) Ruiyi Zhang (7) Mingkui Tan (5) Yufan Zhou (5) Xiping Hu (4) Jiuxiang Gu (4) Tong Yu (3) Zeyi Wen (3) Wei Wang (3)

Research topics

Privacy (1)

Keywords

multimodal large language model (3) neural network (3) text-to-image generation (2) retrieval-augmented generation (2) contrastive learning (2) self-supervised learning (2) gpu computing (2) image super-resolution (2) convolutional neural network (2) image restoration (2) diffusion model (2) large language model (2) architecture optimization (2) attention mechanism (2) neural architecture search (2) object detection (1) computer vision (1) offline reinforcement learning (1) convex optimization (1) ensemble learning (1)

Papers

A Better Start: Sensitivity-Aware Warm-Up for Robust and Efficient Fine-Tuning AAAI 2026
FastFLUX: Pruning FLUX with Block-wise Replacement and Sandwich Training AAAI 2026
Q Cache: Visual Attention Is Valuable in Less than Half of Decode Layers for Multimodal Large Language Model AAAI 2026
NaVLA$^2$: A Vision-Language-Audio-Action Model for Multimodal Instruction Navigation AAAI 2026
Revisiting Cross-Architecture Distillation: Adaptive Dual-Teacher Transfer for Lightweight Video Models AAAI 2026
Emotion and Intention Guided Multi-Modal Learning for Sticker Response Selection AAAI 2026
DERI: Cross-Modal ECG Representation Learning with Deep ECG-Report Interaction IJCAI 2025
ST3: Accelerating Multimodal Large Language Model by Spatial-Temporal Visual Token Trimming AAAI 2025
Learning to Generate Gradients for Test-Time Adaptation via Test-Time Training Layers AAAI 2025
FedSum: Data-Efficient Federated Learning Under Data Scarcity Scenario for Text Summarization AAAI 2025
GUI Agents: A Survey ACL 2025
Restabilizing Diffusion Models with Predictive Noise Fusion Strategy for Image Super-Resolution AAAI 2025
DeKeyNLU: Enhancing Natural Language to SQL Generation through Task Decomposition and Keyword Extraction EMNLP 2025
Multimodal LLMs as Customized Reward Models for Text-to-Image Generation ICCV 2025
Backdoor Defense via Enhanced Splitting and Trap Isolation ICCV 2025
Federated RΓ©nyi Fair Inference in Federated Heterogeneous System UAI 2025
SV-RAG: LoRA-Contextualizing Adaptation of MLLMs for Long Document Understanding ICLR 2025
MagicDec: Breaking the Latency-Throughput Tradeoff for Long Context Generation with Speculative Decoding ICLR 2025
Gap Preserving Distillation by Building Bidirectional Mappings with A Dynamic Teacher ICLR 2025
ECG2TOK: ECG Pre-Training with Self-Distillation Semantic Tokenizers IJCAI 2025
Learning with Selectively Labeled Data from Multiple Decision-makers ICML 2025
Outlier Gradient Analysis: Efficiently Identifying Detrimental Training Samples for Deep Learning Models ICML 2025
DexScale: Automating Data Scaling for Sim2Real Generalizable Robot Control ICML 2025
Towards Aligned Layout Generation via Diffusion Model with Aesthetic Constraints ICLR 2024
A probability contrastive learning framework for 3D molecular representation learning NIPS 2024
BECAUSE: Bilinear Causal Representation for Generalizable Offline Model-based Reinforcement Learning NIPS 2024
FinTextQA: A Dataset for Long-form Financial Question Answering ACL 2024
Exploring the Necessity of Visual Modality in Multimodal Machine Translation using Authentic Datasets COLING 2024
TRINS: Towards Multimodal Language Models that Can Read CVPR 2024
TextLap: Customizing Language Models for Text-to-Layout Planning EMNLP 2024
Downscaled Representation Matters: Improving Image Rescaling with Collaborative Downscaled Images ICCV 2023
FGPrompt: Fine-grained Goal Prompting for Image-goal Navigation NIPS 2023
Label-Retrieval-Augmented Diffusion Models for Learning from Noisy Labels NIPS 2023
ThunderGBM: Fast GBDTs and Random Forests on GPUs JMLR 2020
DeepPaperComposer: A Simple Solution for Training Data Preparation for Parsing Research Papers EMNLP 2020
Closed-Loop Matters: Dual Regression Networks for Single Image Super-Resolution CVPR 2020
Grasp Proposal Networks: An End-to-End Solution for Visual Learning of Robotic Grasps NIPS 2020
Breaking the Curse of Space Explosion: Towards Efficient NAS with Curriculum Search ICML 2020
Task-Oriented Dialog Generation with Enhanced Entity Representation INTERSPEECH 2020
NAT: Neural Architecture Transformer for Accurate and Compact Architectures NIPS 2019
Multi-Level Visual-Semantic Alignments with Relation-Wise Dual Attention Network for Image and Text Matching IJCAI 2019
ThunderSVM: A Fast SVM Library on GPUs and CPUs JMLR 2018