Fei Liu

EoH-S: Evolution of Heuristic Set Using LLMs for Automated Heuristic Design AAAI 2026 Debate over Mixed-knowledge: A Robust Multi-Agent Reasoning Framework for Incomplete Knowledge Graph Question Answering AAAI 2026 Mixture-of-Minds: Multi-Agent Reinforcement Learning for Table Understanding ACL 2026 MOS-Attack: A Scalable Multi-objective Adversarial Attack Framework CVPR 2025 STRUX: An LLM for Decision-Making with Structured Explanations NAACL 2025 Anatomical Graph-based Multilevel Distillation for Robust Alzheimer’s Disease Diagnosis with Missing Modalities MICCAI 2025 Enhancing Character-Level Understanding in LLMs through Token Internal Structure Learning ACL 2025 PlanGenLLMs: A Modern Survey of LLM Planning Capabilities ACL 2025 DeFine: Decision-Making with Analogical Reasoning over Factor Profiles ACL 2025 Lexicographic Lipschitz Bandits: New Algorithms and a Lower Bound JMLR 2025 HARBOR: Exploring Persona Dynamics in Multi-Agent Competition IJCNLP 2025 LLM-enhanced Score Function Evolution for Causal Structure Learning IJCAI 2025 OmniStyle: Filtering High Quality Style Transfer Data at Scale CVPR 2025 CaDA: Cross-Problem Routing Solver with Constraint-Aware Dual-Attention ICML 2025 XFormParser: A Simple and Effective Multimodal Multilingual Semi-structured Form Parser COLING 2025 Few for Many: Tchebycheff Set Scalarization for Many-Objective Optimization ICLR 2025 Destroy and Repair Using Hyper-Graphs for Routing AAAI 2025 Multi-Objective Evolution of Heuristic Using Large Language Model AAAI 2025 HARBOR: Exploring Persona Dynamics in Multi-Agent Competition AACL 2025 Prompt Learning for Generalized Vehicle Routing IJCAI 2024 When Reasoning Meets Information Aggregation: A Case Study with Sports Narratives EMNLP 2024 JIGGLE: An Active Sensing Framework for Boundary Parameters Estimation in Deformable Surgical Environments RSS 2024 LLMs Assist NLP Researchers: Critique Paper (Meta-)Reviewing EMNLP 2024 Evolution of Heuristics: Towards Efficient Automatic Algorithm Design Using Large Language Model ICML 2024 Smooth Tchebycheff Scalarization for Multi-Objective Optimization ICML 2024 Identifying Factual Inconsistencies in Summaries: Grounding LLM Inference via Task Taxonomy EMNLP 2024 Factuality of Large Language Models: A Survey EMNLP 2024 Multiobjective Lipschitz Bandits under Lexicographic Ordering AAAI 2024 SportsMetrics: Blending Text and Numerical Data to Understand Information Fusion in LLMs ACL 2024 Rescue: Ranking LLM Responses with Partial Ordering to Improve Response Generation ACL 2024 InFoBench: Evaluating Instruction Following Ability in Large Language Models ACL 2024 Neural Combinatorial Optimization with Heavy Decoder: Toward Large Scale Generalization NIPS 2023 Disentangling Cognitive Diagnosis with Limited Exercise Labels NIPS 2023 Generating User-Engaging News Headlines ACL 2023 DAMP: Doubly Aligned Multilingual Parser for Task-Oriented Dialogue ACL 2023 MeetingBank: A Benchmark Dataset for Meeting Summarization ACL 2023 DecipherPref: Analyzing Influential Factors in Human Preference Judgments via GPT-4 EMNLP 2023 Effectively Scheduling Computational Graphs of Deep Neural Networks toward Their Domain-Specific Accelerators OSDI 2023 Towards Abstractive Grounded Summarization of Podcast Transcripts ACL 2022 Lidar Point Cloud Guided Monocular 3D Object Detection ECCV 2022 Learning as Conversation: Dialogue Systems Reinforced for Information Acquisition NAACL 2022 Generation of Patient After-Visit Summaries to Support Physicians COLING 2022 Toward Unifying Text Segmentation and Long Document Summarization EMNLP 2022 Generating Coherent Narratives with Subtopic Planning to Answer How-to Questions EMNLP 2022 StreamHover: Livestream Transcript Summarization and Annotation EMNLP 2021 A Sliding-Window Approach to Automatic Creation of Meeting Minutes NAACL 2021 A New Approach to Overgenerating and Scoring Abstractive Summaries NAACL 2021 HAIR: Hierarchical Visual-Semantic Relational Reasoning for Video Question Answering ICCV 2021 CATE: Computation-aware Neural Architecture Encoding with Transformers ICML 2021 Semantic Parsing of Brief and Multi-Intent Natural Language Utterances EACL 2021 Modeling Endorsement for Multi-Document Abstractive Summarization EMNLP 2021 Better Highlighting: Creating Sub-Sentence Summary Highlights EMNLP 2020 How Domain Terminology Affects Meeting Summarization Performance COLING 2020 Evaluating the Utility of Model Configurations and Data Augmentation on Clinical Semantic Textual Similarity ACL 2020 Self-Attention Network for Skeleton-based Human Action Recognition WACV 2020 Joint Parsing and Generation for Abstractive Summarization AAAI 2020 Controlling the Amount of Verbatim Copying in Abstractive Summarization AAAI 2020 Learning to Fuse Sentences with Transformers for Summarization EMNLP 2020 Understanding Points of Correspondence between Sentences for Abstractive Summarization ACL 2020 A Cascade Approach to Neural Abstractive Summarization with Content Selection and Fusion AACL 2020 Towards Annotating and Creating Summary Highlights at Sub-sentence Level EMNLP 2019 Scoring Sentence Singletons and Pairs for Abstractive Summarization ACL 2019 Improving the Similarity Measure of Determinantal Point Processes for Extractive Multi-Document Summarization ACL 2019 Densely Connected Attention Flow for Visual Question Answering IJCAI 2019 Guiding Extractive Summarization with Question-Answering Rewards NAACL 2019 MoverScore: Text Generation Evaluating with Contextualized Embeddings and Earth Mover Distance IJCNLP 2019 MoverScore: Text Generation Evaluating with Contextualized Embeddings and Earth Mover Distance EMNLP 2019 Proceedings of the 2nd Workshop on New Frontiers in Summarization EMNLP 2019 The Referential Reader: A Recurrent Entity Network for Anaphora Resolution ACL 2019 Multi-Document Summarization with Determinantal Point Processes and Contextualized Representations EMNLP 2019 Analyzing Sentence Fusion in Abstractive Summarization EMNLP 2019 Structure-Infused Copy Mechanisms for Abstractive Summarization COLING 2018 Abstract Meaning Representation for Multi-Document Summarization COLING 2018 End-to-end View Synthesis for Light Field Imaging with Pseudo 4DCNN ECCV 2018 Evaluating the Utility of Hand-crafted Features in Sequence Labelling EMNLP 2018 Automatic Detection of Vague Words and Sentences in Privacy Policies EMNLP 2018 Adapting the Neural Encoder-Decoder Framework from Single to Multi-Document Summarization EMNLP 2018 Proceedings of ACL 2018, System Demonstrations ACL 2018 Reinforced Extractive Summarization with Question-Focused Rewards ACL 2018 Narrative Modeling with Memory Chains and Semantic Supervision ACL 2018 Recurrent Entity Networks with Delayed Memory Update for Targeted Aspect-Based Sentiment Analysis NAACL 2018 Gated End-to-End Memory Networks EACL 2017 Capturing Long-range Contextual Dependencies with Memory-enhanced Conditional Random Fields IJCNLP 2017 A Language-independent and Compositional Model for Personality Trait Recognition from Short Texts EACL 2017 Dialog state tracking, a machine reading approach using Memory Network EACL 2017 An Improved Phrase-based Approach to Annotating and Summarizing Student Course Responses COLING 2016 Automatic Summarization of Student Course Feedback NAACL 2016 VectorWeavers at SemEval-2016 Task 10: From Incremental Meaning to Semantic Unit (phrase by phrase) SEMEVAL 2016 Toward Abstractive Summarization Using Semantic Representations NAACL 2015 Extractive Summarization by Maximizing Semantic Volume EMNLP 2015 Improving Multi-documents Summarization by Sentence Compression based on Expanded Constituent Parse Trees EMNLP 2014 Unsupervised Alignment of Privacy Policies using Hidden Markov Models ACL 2014 A Step Towards Usable Privacy Policy: Automatic Alignment of Privacy Statements COLING 2014 A Participant-based Approach for Event Summarization Using Twitter Streams NAACL 2013 Document Summarization via Guided Sentence Compression EMNLP 2013 A Broad-Coverage Normalization System for Social Media Language ACL 2012 Zhou qiaoli: A divide-and-conquer strategy for semantic dependency parsing SEMEVAL 2012 Learning from Chinese-English Parallel Data for Chinese Tense Prediction IJCNLP 2011 Insertion, Deletion, or Substitution? Normalizing Text Messages without Pre-categorization nor Supervision ACL 2011 From Extractive to Abstractive Meeting Summaries: Can It Be Done by Sentence Compression? IJCNLP 2009 From Extractive to Abstractive Meeting Summaries: Can It Be Done by Sentence Compression? ACL 2009 Unsupervised Approaches for Automatic Keyword Extraction Using Meeting Transcripts NAACL 2009