Wei Wu

From 1,000,000 Users to Every User: Scaling Up Personalized Preference for User-level Alignment ACL 2026 MetaAct-RL: Training Language Models for Reasoning Through Meta-Action-Based Reinforcement Learning AAAI 2026 A Survey on Personalized Alignment—The Missing Piece for Large Language Models in Real-World Applications ACL 2025 Beyond Online Sampling: Bridging Offline-to-Online Alignment via Dynamic Data Transformation for LLMs EMNLP 2025 CodePlan: Unlocking Reasoning Potential in Large Language Models by Scaling Code-form Planning ICLR 2025 Latent Preference Coding: Aligning Large Language Models via Discrete Latent Codes ICML 2025 PromptCoT: Synthesizing Olympiad-level Problems for Mathematical Reasoning in Large Language Models ACL 2025 Scaling Video-Language Models to 10K Frames via Hierarchical Differential Distillation ICML 2025 AMOR: A Recipe for Building Adaptable Modular Knowledge Agents Through Process Feedback NeurIPS 2024 From the Least to the Most: Building a Plug-and-Play Visual Reasoner via Data Synthesis EMNLP 2024 Minimal Distillation Schedule for Extreme Language Model Compression EACL 2024 Mixture-of-Modules: Reinventing Transformers as Dynamic Assemblies of Modules EMNLP 2024 “In-Dialogues We Learn”: Towards Personalized Dialogue Without Pre-defined Profiles through In-Dialogue Learning EMNLP 2024 Fusion or Defusion? Flexible Vision-and-Language Pre-Training ACL 2023 Intent-aware Recommendation via Disentangled Graph Contrastive Learning IJCAI 2023 Let Me Check the Examples: Enhancing Demonstration Learning via Explicit Imitation ACL 2023 Local and Global: Temporal Question Answering via Information Fusion IJCAI 2023 PreQuant: A Task-agnostic Quantization Approach for Pre-trained Language Models ACL 2023 RankCSE: Unsupervised Sentence Representations Learning via Learning to Rank ACL 2023 Seen to Unseen: Exploring Compositional Generalization of Multi-Attribute Controllable Dialogue Generation ACL 2023 An Effective and Efficient Entity Alignment Decoding Algorithm via Third-Order Tensor Isomorphism ACL 2022 CLOWER: A Pre-trained Language Model with Contrastive Learning over Word and Character Representations COLING 2022 CQG: A Simple and Effective Controlled Generation Framework for Multi-hop Question Generation ACL 2022 DABERT: Dual Attention Enhanced BERT for Semantic Matching COLING 2022 Disentangled Knowledge Transfer for OOD Intent Discovery with Unified Contrastive Learning ACL 2022 Domain-Oriented Prefix-Tuning: Towards Efficient and Generalizable Fine-tuning for Zero-Shot Dialogue Summarization NAACL 2022 Ensemble Multi-Relational Graph Neural Networks IJCAI 2022 GNN-encoder: Learning a Dual-encoder Architecture via Graph Neural Networks for Dense Passage Retrieval EMNLP 2022 Generalized Intent Discovery: Learning from Open World Dialogue System COLING 2022 Improving Semantic Matching through Dependency-Enhanced Pre-trained Model with Adaptive Fusion EMNLP 2022 Incorporating Dynamic Semantics into Pre-Trained Language Model for Aspect-based Sentiment Analysis ACL 2022 Knowledgeable Prompt-tuning: Incorporating Knowledge into Prompt Verbalizer for Text Classification ACL 2022 Learning to Express in Knowledge-Grounded Conversation NAACL 2022 Making Parameter-efficient Tuning More Efficient: A Unified Framework for Classification Tasks COLING 2022 Making Pretrained Language Models Good Long-tailed Learners EMNLP 2022 Moderate-fitting as a Natural Backdoor Defender for Pre-trained Language Models NeurIPS 2022 PATS: Sensitivity-aware Noisy Learning for Pretrained Language Models EMNLP 2022 Pay More Attention to History: A Context Modeling Strategy for Conversational Text-to-SQL Interspeech 2022 PlugAT: A Plug and Play Module to Defend against Textual Adversarial Attack COLING 2022 Revisit Overconfidence for OOD Detection: Reassigned Contrastive Learning with Adaptive Class-dependent Threshold NAACL 2022 Robust Lottery Tickets for Pre-trained Language Models ACL 2022 Searching for Optimal Subword Tokenization in Cross-domain NER IJCAI 2022 Semi-Supervised Knowledge-Grounded Pre-training for Task-Oriented Dialog Systems EMNLP 2022 Structural Bias for Aspect Sentiment Triplet Extraction COLING 2022 TANet: Thread-Aware Pretraining for Abstractive Conversational Summarization NAACL 2022 UniNL: Aligning Representation Learning with Scoring Function for OOD Detection via Unified Neighborhood Learning EMNLP 2022 VIRT: Improving Representation-based Text Matching via Virtual Interaction EMNLP 2022 Watch the Neighbors: A Unified K-Nearest Neighbor Contrastive Learning Framework for OOD Intent Discovery EMNLP 2022 XPrompt: Exploring the Extreme of Prompt Tuning EMNLP 2022 A Survey on Response Selection for Retrieval-based Dialogues IJCAI 2021 ASAP: A Chinese Review Dataset Towards Aspect Category Sentiment Analysis and Rating Prediction NAACL 2021 Capturing Event Argument Interaction via A Bi-Directional Entity-Level Recurrent Decoder ACL 2021 ConSERT: A Contrastive Framework for Self-Supervised Sentence Representation Transfer ACL 2021 Empowering Conversational AI is a Trip to Mars: Progress and Future of Open Domain Human-Computer Dialogues AAAI 2021 Improving Document Representations by Generating Pseudo Query Embeddings for Dense Retrieval ACL 2021 Large-Scale Relation Learning for Question Answering over Knowledge Bases with Pre-trained Language Models EMNLP 2021 Open Domain Dialogue Generation with Latent Images AAAI 2021 Slot Transferability for Cross-domain Slot Filling ACL 2021 Task-Oriented Clustering for Dialogues EMNLP 2021 Virtual Data Augmentation: A Robust and General Framework for Fine-tuning Pre-trained Models EMNLP 2021 Knowledge-Grounded Dialogue Generation with Pre-trained Language Models EMNLP 2020 Learning a Simple and Effective Model for Multi-turn Response Generation with Auxiliary Tasks EMNLP 2020 Low-Resource Knowledge-Grounded Dialogue Generation ICLR 2020 StyleDGPT: Stylized Response Generation with Pre-trained Language Models EMNLP 2020 Zero-Resource Knowledge-Grounded Dialogue Generation NeurIPS 2020 A Document-grounded Matching Network for Response Selection in Retrieval-based Chatbots IJCAI 2019 Learning a Matching Model with Co-teaching for Multi-turn Response Selection in Retrieval-based Dialogue Systems ACL 2019 Low-Resource Response Generation with Template Prior EMNLP 2019 Neural Response Generation with Meta-words ACL 2019 One Time of Interaction May Not Be Enough: Go Deep with an Interaction-over-Interaction Network for Response Selection in Dialogues ACL 2019 Read, Attend and Comment: A Deep Architecture for Automatic News Comment Generation EMNLP 2019 Sampling Matters! An Empirical Study of Negative Sampling Strategies for Learning of Matching Models in Retrieval-based Dialogue Systems EMNLP 2019 Deep Chit-Chat: Deep Learning for ChatBots EMNLP 2018 Get The Point of My Utterance! Learning Towards Effective Responses with Multi-Head Attention Mechanism IJCAI 2018 Learning Matching Models with Weak Supervision for Response Selection in Retrieval-based Chatbots ACL 2018 [RETRACTED] Playing 20 Question Game with Policy-Based Reinforcement Learning EMNLP 2018 Beihang-MSRA at SemEval-2017 Task 3: A Ranking System with Neural Matching Features for Community Question Answering SemEval 2017 Sequential Matching Network: A New Architecture for Multi-turn Response Selection in Retrieval-Based Chatbots ACL 2017 Detecting Context Dependent Messages in a Conversational Environment COLING 2016