← Authors

Cheng Chen

76 papers · 2017–2026 · 19 conferences · across top CS/AI conferences

Achievements

🧭 Keyword Pioneer 🌍 Conference Polyglot (19) 🐣 Hot Topic Early Bird 🐝 Cross-Pollinator (14) πŸƒ Academic Marathon (8) 🌈 Renaissance Researcher (5) πŸŒ‰ Interdisciplinary Bridge πŸ—ΊοΈ Taxonomy Completionist (14) 🀝 Dynamic Duo (13) πŸ‘‘ Triple Crown πŸ† Grand Slam πŸ‘₯ Mega-Team (22) πŸ”¬ Deep Specialist (10) πŸ”₯ Unstoppable (9) πŸ—ƒοΈ Keyword Collector (310) ⚑ Prolific Year (14) ❓ The Questioner (3) πŸ’Ž Century Club (70) πŸš€ Conference Pioneer

Conferences

AAAI (13) EMNLP (10) ACL (7) NIPS (7) CVPR (7) NAACL (5) MICCAI (5) ICML (4) IJCAI (3) IJCNLP (2) INTERSPEECH (2) ECCV (2) COLING (2) SEMEVAL (2) ICLR (1) ICCV (1) JMLR (1) AISTATS (1) NSDI (1)

Top co-authors

Xue-yong Fu (13) Md Tahmid Rahman Laskar (13) Shashi Bhushan Tn (10) Pheng-Ann Heng (7) Luo Luo (7) Elena Khasanova (5) Quanzheng Li (5) Simon Corston-Oliver (5) Mengfei Yuan (4) Qun Liu (4)

Keywords

large language model (12) transfer learning (6) model compression (6) domain adaptation (5) regret bound (4) sentiment analysis (4) medical image segmentation (4) multi-modal learning (4) knowledge distillation (4) diffusion model (3) named entity recognition (3) multimodal learning (3) data augmentation (3) adversarial learning (3) online learning (3) meeting summarization (3) few-shot learning (3) catastrophic forgetting (2) self-supervised learning (2) medical imaging (2)

Papers

Vision-Only Gaussian Splatting for Collaborative Semantic Occupancy Prediction AAAI 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
DGP: A Dual-Granularity Prompting Framework for Fraud Detection with Graph-Enhanced LLMs AAAI 2026
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
RouteNator: A Router-Based Multi-Modal Architecture for Generating Synthetic Training Data for Function Calling LLMs NAACL 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
CADCrafter: Generating Computer-Aided Design Models from Unconstrained Images CVPR 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
Enabling Self-Improving Agents to Learn at Test Time With Human-In-The-Loop Guidance EMNLP 2025
AI Knowledge Assist: An Automated Approach for the Creation of Knowledge Bases for Conversational AI Agents EMNLP 2025
DACIP-RC: Domain Adaptive Continual Instruction Pre-Training via Reading Comprehension on Business Conversations EMNLP 2025
ADHMR: Aligning Diffusion-based Human Mesh Recovery via Direct Preference Optimization ICML 2025
Improved Discretization Complexity Analysis of Consistency Models: Variance Exploding Forward Process and Decay Discretization Scheme ICML 2025
Cerebrovascular Diseases Screening from Color Fundus Photography via Cross-View Fusion and Graph-Based Discrimination MICCAI 2025
Robust Incomplete-Modality Alignment for Ophthalmic Disease Grading and Diagnosis via Labeled Optimal Transport MICCAI 2025
Can Post-Training Quantization Benefit from an Additional QLoRA Integration? NAACL 2025
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
FM-OSD: Foundation Model-Enabled One-Shot Detection of Anatomical Landmarks MICCAI 2024
FM-ABS: Promptable Foundation Model Drives Active Barely Supervised Learning for 3D Medical Image Segmentation MICCAI 2024
Cross Prompting Consistency with Segment Anything Model for Semi-supervised Medical Image Segmentation MICCAI 2024
CoIN: A Benchmark of Continual Instruction Tuning for Multimodel Large Language Models 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
Tiny Titans: Can Smaller Large Language Models Punch Above Their Weight in the Real World for Meeting Summarization? NAACL 2024
Zeroth-Order Methods for Constrained Nonconvex Nonsmooth Stochastic Optimization ICML 2024
Fast Updating Truncated SVD for Representation Learning with Sparse Matrices ICLR 2024
Few-Shot Diffusion Models Escape the Curse of Dimensionality NIPS 2024
Boosting Verification of Deep Reinforcement Learning via Piece-Wise Linear Decision Neural Networks NIPS 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
PingAnLifeInsurance at SemEval-2023 Task 12: Sentiment Analysis for Low-resource African Languages with Multi-Model Fusion SEMEVAL 2023
Lazybob at SemEval-2023 Task 9: Quantifying Intimacy of Multilingual Tweets with Multi-Task Learning SEMEVAL 2023
CauSSL: Causality-inspired Semi-supervised Learning for Medical Image Segmentation ICCV 2023
Block Broyden's Methods for Solving Nonlinear Equations NIPS 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
Uncertainty Estimation for Safety-critical Scene Segmentation via Fine-grained Reward Maximization NIPS 2023
Lazybob at SemEval-2023 Task 9: Quantifying Intimacy of Multilingual Tweets with Multi-Task Learning ACL 2023
AI Coach Assist: An Automated Approach for Call Recommendation in Contact Centers for Agent Coaching ACL 2023
PingAnLifeInsurance at SemEval-2023 Task 12: Sentiment Analysis for Low-resource African Languages with Multi-Model Fusion ACL 2023
Online Active Regression ICML 2022
UTC: A Unified Transformer With Inter-Task Contrastive Learning for Visual Dialog CVPR 2022
BLINK with Elasticsearch for Efficient Entity Linking in Business Conversations NAACL 2022
An Effective, Performant Named Entity Recognition System for Noisy Business Telephone Conversation Transcripts COLING 2022
bert2BERT: Towards Reusable Pretrained Language Models ACL 2022
Inverse is Better! Fast and Accurate Prompt for Few-shot Slot Tagging ACL 2022
Developing a Production System for Purpose of Call Detection in Business Phone Conversations NAACL 2022
Entity-level Sentiment Analysis in Contact Center Telephone Conversations EMNLP 2022
Improving Named Entity Recognition in Telephone Conversations via Effective Active Learning with Human in the Loop EMNLP 2022
Single-Domain Generalization in Medical Image Segmentation via Test-Time Adaptation from Shape Dictionary AAAI 2022
Self-Supervised Graph Neural Networks via Diverse and Interactive Message Passing AAAI 2022
Manifold Adversarial Learning for Cross-Domain 3D Shape Representation ECCV 2022
Simultaneously Learning Stochastic and Adversarial Bandits under the Position-Based Model AAAI 2022
Finding Second-Order Stationary Points in Nonconvex-Strongly-Concave Minimax Optimization NIPS 2022
Revisiting Co-Occurring Directions: Sharper Analysis and Efficient Algorithm for Sparse Matrices AAAI 2021
C2C-GenDA: Cluster-to-Cluster Generation for Data Augmentation of Slot Filling AAAI 2021
Improving Punctuation Restoration for Speech Transcripts via External Data EMNLP 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
AutoTinyBERT: Automatic Hyper-parameter Optimization for Efficient Pre-trained Language Models ACL 2021
Learning to Bridge Metric Spaces: Few-shot Joint Learning of Intent Detection and Slot Filling ACL 2021
FedDG: Federated Domain Generalization on Medical Image Segmentation via Episodic Learning in Continuous Frequency Space CVPR 2021
Efficient and Robust High-Dimensional Linear Contextual Bandits IJCAI 2020
Efficient Projection-free Algorithms for Saddle Point Problems NIPS 2020
Efficient Spectrum-Revealing CUR Matrix Decomposition AISTATS 2020
Synergistic Image and Feature Adaptation: Towards Cross-Modality Domain Adaptation for Medical Image Segmentation AAAI 2019
Robust Frequent Directions with Application in Online Learning JMLR 2019
Unsupervised Cross-Modality Domain Adaptation of ConvNets for Biomedical Image Segmentations with Adversarial Loss IJCAI 2018
TuxΒ²: Distributed Graph Computation for Machine Learning NSDI 2017
Tag-Aware Personalized Recommendation Using a Hybrid Deep Model IJCAI 2017