Ning Ding

MiniCPM-V 4.5: Cooking Efficient MLLMs via Architecture, Data, and Training Recipe CVPR 2026 W2S-AlignTree: Weak-to-Strong Inference-Time Alignment for Large Language Models via Monte Carlo Tree Search AAAI 2026 Advancing LLM Reasoning Generalists with Preference Trees ICLR 2025 Fourier Position Embedding: Enhancing Attention’s Periodic Extension for Length Generalization ICML 2025 Free Process Rewards without Process Labels ICML 2025 Fusing Highly Specialized Language Models for Comprehensive Expertise ACL 2025 How to Synthesize Text Data without Model Collapse? ICML 2025 Intuitive Fine-Tuning: Towards Simplifying Alignment into a Single Process ACL 2025 MedXpertQA: Benchmarking Expert-Level Medical Reasoning and Understanding ICML 2025 OpenPRM: Building Open-domain Process-based Reward Models with Preference Trees ICLR 2025 Scalability of LLM-Based Multi-Agent Systems for Scientific Code Generation: A Preliminary Study EMNLP 2025 The Right Time Matters: Data Arrangement Affects Zero-Shot Generalization in Instruction Tuning ACL 2025 UltraIF: Advancing Instruction Following from the Wild EMNLP 2025 CoGenesis: A Framework Collaborating Large and Small Language Models for Secure Context-Aware Instruction Following ACL 2024 Controllable Preference Optimization: Toward Controllable Multi-Objective Alignment EMNLP 2024 INTERVENOR: Prompting the Coding Ability of Large Language Models with the Interactive Chain of Repair ACL 2024 KoLA: Carefully Benchmarking World Knowledge of Large Language Models ICLR 2024 MemoryFormer : Minimize Transformer Computation by Removing Fully-Connected Layers NeurIPS 2024 Memory-Space Visual Prompting for Efficient Vision-Language Fine-Tuning ICML 2024 Predicting Emergent Abilities with Infinite Resolution Evaluation ICLR 2024 Scalable Efficient Training of Large Language Models with Low-dimensional Projected Attention EMNLP 2024 ULTRAFEEDBACK: Boosting Language Models with Scaled AI Feedback ICML 2024 UltraLink: An Open-Source Knowledge-Enhanced Multilingual Supervised Fine-tuning Dataset ACL 2024 UltraMedical: Building Specialized Generalists in Biomedicine NeurIPS 2024 CHMATCH: Contrastive Hierarchical Matching and Robust Adaptive Threshold Boosted Semi-Supervised Learning CVPR 2023 CRaSh: Clustering, Removing, and Sharing Enhance Fine-tuning without Full Large Language Model EMNLP 2023 Decoder Tuning: Efficient Language Understanding as Decoding ACL 2023 Enhancing Chat Language Models by Scaling High-quality Instructional Conversations EMNLP 2023 Exploring Lottery Prompts for Pre-trained Language Models ACL 2023 Exploring the Impact of Model Scaling on Parameter-Efficient Tuning EMNLP 2023 Few-shot Classification with Hypersphere Modeling of Prototypes ACL 2023 Network Expansion for Practical Training Acceleration CVPR 2023 OpenDelta: A Plug-and-play Library for Parameter-efficient Adaptation of Pre-trained Models ACL 2023 Parameter-efficient Weight Ensembling Facilitates Task-level Knowledge Transfer ACL 2023 Self-adaptive Context and Modal-interaction Modeling For Multimodal Emotion Recognition ACL 2023 Sparse Low-rank Adaptation of Pre-trained Language Models EMNLP 2023 WebCPM: Interactive Web Search for Chinese Long-form Question Answering ACL 2023 DD-TIG at SemEval-2022 Task 5: Investigating the Relationships Between Multimodal and Unimodal Information in Misogynous Memes Detection and Classification SemEval 2022 Different Tunes Played with Equal Skill: Exploring a Unified Optimization Subspace for Parameter-Efficient Tuning EMNLP 2022 Knowledgeable Prompt-tuning: Incorporating Knowledge into Prompt Verbalizer for Text Classification ACL 2022 MAVEN-ERE: A Unified Large-scale Dataset for Event Coreference, Temporal, Causal, and Subevent Relation Extraction EMNLP 2022 OpenPrompt: An Open-source Framework for Prompt-learning ACL 2022 Prompt-learning for Fine-grained Entity Typing EMNLP 2022 ProQA: Structural Prompt-based Pre-training for Unified Question Answering NAACL 2022 Prototypical Verbalizer for Prompt-based Few-shot Tuning ACL 2022 Source-Free Domain Adaptation via Distribution Estimation CVPR 2022 Sparse Structure Search for Delta Tuning NeurIPS 2022 Upright-Net: Learning Upright Orientation for 3D Point Cloud CVPR 2022 CLINE: Contrastive Learning with Semantic Negative Examples for Natural Language Understanding ACL 2021 Few-NERD: A Few-shot Named Entity Recognition Dataset ACL 2021 Prototypical Representation Learning for Relation Extraction ICLR 2021 Coupling Distant Annotation and Adversarial Training for Cross-Domain Chinese Word Segmentation ACL 2020 Hierarchy-Aware Global Model for Hierarchical Text Classification ACL 2020 Infobox-to-text Generation with Tree-like Planning based Attention Network IJCAI 2020 Integrating Linguistic Knowledge to Sentence Paraphrase Generation AAAI 2020 Length-Controllable Image Captioning ECCV 2020 TP-LSD: Tri-Points Based Line Segment Detector ECCV 2020 Triple-to-Text Generation with an Anchor-to-Prototype Framework IJCAI 2020 Chinese Relation Extraction with Multi-Grained Information and External Linguistic Knowledge ACL 2019 Event Detection with Trigger-Aware Lattice Neural Network EMNLP 2019 PAC Learning Depth-3 AC^0 Circuits of Bounded Top Fanin ALT 2017