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Jian Chen

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

Achievements

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+8 more ↓ πŸƒ Academic Marathon (7) 🧭 Keyword Pioneer πŸŒ‰ Interdisciplinary Bridge 🌍 Conference Polyglot (13) 🐝 Cross-Pollinator (6)
🐝 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) ACL (3) EMNLP (3) ICCV (3) IJCAI (3) CVPR (2) JMLR (2) COLING (1) INTERSPEECH (1) UAI (1)

Research topics

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