Ning Ding

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