Cheng Chen

Tackling Dual-stage Missing Modalities in Brain Tumor Segmentation via Robust Modality Reconstruction and Prompt-guided Modality Adaptation AAAI 2026 Unleashing the Power of Image-Tabular Self-Supervised Learning via Breaking Cross-Tabular Barriers AAAI 2026 Vision-Only Gaussian Splatting for Collaborative Semantic Occupancy Prediction AAAI 2026 DGP: A Dual-Granularity Prompting Framework for Fraud Detection with Graph-Enhanced LLMs AAAI 2026 Temporal Memory Enhancement for Semantic Segmentation in Surgical Video MIDL 2026 Beyond Adapter Retrieval: Latent Geometry-Preserving Composition via Sparse Task Projection AAAI 2026 Robust Decentralized Multi-armed Bandits: From Corruption-Resilience to Byzantine-Resilience AAAI 2026 Cerebrovascular Diseases Screening from Color Fundus Photography via Cross-View Fusion and Graph-Based Discrimination MICCAI 2025 Improved Discretization Complexity Analysis of Consistency Models: Variance Exploding Forward Process and Decay Discretization Scheme ICML 2025 ADHMR: Aligning Diffusion-based Human Mesh Recovery via Direct Preference Optimization ICML 2025 DACIP-RC: Domain Adaptive Continual Instruction Pre-Training via Reading Comprehension on Business Conversations EMNLP 2025 AI Knowledge Assist: An Automated Approach for the Creation of Knowledge Bases for Conversational AI Agents EMNLP 2025 Enabling Self-Improving Agents to Learn at Test Time With Human-In-The-Loop Guidance EMNLP 2025 Provoking Multi-modal Few-Shot LVLM via Exploration-Exploitation In-Context Learning CVPR 2025 RRInf: Efficient Influence Function Estimation via Ridge Regression for Large Language Models and Text-to-Image Diffusion Models EMNLP 2025 CADCrafter: Generating Computer-Aided Design Models from Unconstrained Images CVPR 2025 LLM Evaluate: An Industry-Focused Evaluation Tool for Large Language Models COLING 2025 BlueLM-V-3B: Algorithm and System Co-Design for Multimodal Large Language Models on Mobile Devices CVPR 2025 RouteNator: A Router-Based Multi-Modal Architecture for Generating Synthetic Training Data for Function Calling LLMs NAACL 2025 Can Post-Training Quantization Benefit from an Additional QLoRA Integration? NAACL 2025 Robust Incomplete-Modality Alignment for Ophthalmic Disease Grading and Diagnosis via Labeled Optimal Transport MICCAI 2025 FM-ABS: Promptable Foundation Model Drives Active Barely Supervised Learning for 3D Medical Image Segmentation MICCAI 2024 CoIN: A Benchmark of Continual Instruction Tuning for Multimodel Large Language Models NIPS 2024 Few-Shot Diffusion Models Escape the Curse of Dimensionality NIPS 2024 Robustness Verification of Deep Reinforcement Learning Based Control Systems Using Reward Martingales AAAI 2024 Sculpt3D: Multi-View Consistent Text-to-3D Generation with Sparse 3D Prior CVPR 2024 Learn to Optimize Denoising Scores: A Unified and Improved Diffusion Prior for 3D Generation ECCV 2024 Query-OPT: Optimizing Inference of Large Language Models via Multi-Query Instructions in Meeting Summarization EMNLP 2024 Fast Updating Truncated SVD for Representation Learning with Sparse Matrices ICLR 2024 Zeroth-Order Methods for Constrained Nonconvex Nonsmooth Stochastic Optimization ICML 2024 Cross Prompting Consistency with Segment Anything Model for Semi-supervised Medical Image Segmentation MICCAI 2024 FM-OSD: Foundation Model-Enabled One-Shot Detection of Anatomical Landmarks MICCAI 2024 Tiny Titans: Can Smaller Large Language Models Punch Above Their Weight in the Real World for Meeting Summarization? NAACL 2024 Lazybob at SemEval-2023 Task 9: Quantifying Intimacy of Multilingual Tweets with Multi-Task Learning ACL 2023 CauSSL: Causality-inspired Semi-supervised Learning for Medical Image Segmentation ICCV 2023 PingAnLifeInsurance at SemEval-2023 Task 12: Sentiment Analysis for Low-resource African Languages with Multi-Model Fusion ACL 2023 Lazybob at SemEval-2023 Task 9: Quantifying Intimacy of Multilingual Tweets with Multi-Task Learning SEMEVAL 2023 HumanBench: Towards General Human-Centric Perception With Projector Assisted Pretraining CVPR 2023 Building Real-World Meeting Summarization Systems using Large Language Models: A Practical Perspective EMNLP 2023 Are Large Language Models Reliable Judges? A Study on the Factuality Evaluation Capabilities of LLMs EMNLP 2023 A Two-stage Progressive Neural Network for Acoustic Echo Cancellation INTERSPEECH 2023 Harmonic enhancement using learnable comb filter for light-weight full-band speech enhancement model INTERSPEECH 2023 AI Coach Assist: An Automated Approach for Call Recommendation in Contact Centers for Agent Coaching ACL 2023 Uncertainty Estimation for Safety-critical Scene Segmentation via Fine-grained Reward Maximization NIPS 2023 PingAnLifeInsurance at SemEval-2023 Task 12: Sentiment Analysis for Low-resource African Languages with Multi-Model Fusion SEMEVAL 2023 Boosting Verification of Deep Reinforcement Learning via Piece-Wise Linear Decision Neural Networks NIPS 2023 Block Broyden's Methods for Solving Nonlinear Equations NIPS 2023 Entity-level Sentiment Analysis in Contact Center Telephone Conversations EMNLP 2022 Developing a Production System for Purpose of Call Detection in Business Phone Conversations NAACL 2022 BLINK with Elasticsearch for Efficient Entity Linking in Business Conversations NAACL 2022 Finding Second-Order Stationary Points in Nonconvex-Strongly-Concave Minimax Optimization NIPS 2022 Self-Supervised Graph Neural Networks via Diverse and Interactive Message Passing AAAI 2022 Single-Domain Generalization in Medical Image Segmentation via Test-Time Adaptation from Shape Dictionary AAAI 2022 Inverse is Better! Fast and Accurate Prompt for Few-shot Slot Tagging ACL 2022 Manifold Adversarial Learning for Cross-Domain 3D Shape Representation ECCV 2022 Online Active Regression ICML 2022 bert2BERT: Towards Reusable Pretrained Language Models ACL 2022 Improving Named Entity Recognition in Telephone Conversations via Effective Active Learning with Human in the Loop EMNLP 2022 An Effective, Performant Named Entity Recognition System for Noisy Business Telephone Conversation Transcripts COLING 2022 UTC: A Unified Transformer With Inter-Task Contrastive Learning for Visual Dialog CVPR 2022 Simultaneously Learning Stochastic and Adversarial Bandits under the Position-Based Model AAAI 2022 AutoTinyBERT: Automatic Hyper-parameter Optimization for Efficient Pre-trained Language Models ACL 2021 Revisiting Co-Occurring Directions: Sharper Analysis and Efficient Algorithm for Sparse Matrices AAAI 2021 Learning to Bridge Metric Spaces: Few-shot Joint Learning of Intent Detection and Slot Filling ACL 2021 AutoTinyBERT: Automatic Hyper-parameter Optimization for Efficient Pre-trained Language Models IJCNLP 2021 Learning to Bridge Metric Spaces: Few-shot Joint Learning of Intent Detection and Slot Filling IJCNLP 2021 Improving Punctuation Restoration for Speech Transcripts via External Data EMNLP 2021 FedDG: Federated Domain Generalization on Medical Image Segmentation via Episodic Learning in Continuous Frequency Space CVPR 2021 C2C-GenDA: Cluster-to-Cluster Generation for Data Augmentation of Slot Filling AAAI 2021 Efficient and Robust High-Dimensional Linear Contextual Bandits IJCAI 2020 Efficient Spectrum-Revealing CUR Matrix Decomposition AISTATS 2020 Efficient Projection-free Algorithms for Saddle Point Problems NIPS 2020 Robust Frequent Directions with Application in Online Learning JMLR 2019 Synergistic Image and Feature Adaptation: Towards Cross-Modality Domain Adaptation for Medical Image Segmentation AAAI 2019 Unsupervised Cross-Modality Domain Adaptation of ConvNets for Biomedical Image Segmentations with Adversarial Loss IJCAI 2018 Tag-Aware Personalized Recommendation Using a Hybrid Deep Model IJCAI 2017 Tux²: Distributed Graph Computation for Machine Learning NSDI 2017