Jian Chen
43 papers · 2018–2026 · 13 conferences · across top CS/AI conferences
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Conferences
AAAI (10)
NIPS (6)
ICLR (4)
ICML (4)
ACL (3)
EMNLP (3)
ICCV (3)
IJCAI (3)
CVPR (2)
JMLR (2)
COLING (1)
INTERSPEECH (1)
UAI (1)
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Research topics
Keywords
multimodal large language model
(3)
large language model
(3)
neural network
(3)
text-to-image generation
(2)
contrastive learning
(2)
self-supervised learning
(2)
retrieval-augmented generation
(2)
gpu computing
(2)
convolutional neural network
(2)
image restoration
(2)
image super-resolution
(2)
diffusion model
(2)
architecture optimization
(2)
attention mechanism
(2)
neural architecture search
(2)
object detection
(1)
computer vision
(1)
offline reinforcement learning
(1)
convex optimization
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ensemble learning
(1)
Papers
Verify Before You Commit: Towards Faithful Reasoning in LLM Agents via Self-Auditing
ACL 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
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
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
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
SV-RAG: LoRA-Contextualizing Adaptation of MLLMs for Long Document Understanding
ICLR 2025
Federated RΓ©nyi Fair Inference in Federated Heterogeneous System
UAI 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
ECG2TOK: ECG Pre-Training with Self-Distillation Semantic Tokenizers
IJCAI 2025
DERI: Cross-Modal ECG Representation Learning with Deep ECG-Report Interaction
IJCAI 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
Breaking the Curse of Space Explosion: Towards Efficient NAS with Curriculum Search
ICML 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
Task-Oriented Dialog Generation with Enhanced Entity Representation
INTERSPEECH 2020
ThunderGBM: Fast GBDTs and Random Forests on GPUs
JMLR 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