Sheng Zhang

MemSearch-o1: Empowering Large Language Models with Reasoning-Aligned Memory Growth in Agentic Search ACL 2026 Renormalization Group Guided Tensor Network Structure Search AAAI 2026 What Really Matters for Table LLMs? A Meta-Evaluation of Model and Data Effects EACL 2026 GenFlowRL: Shaping Rewards with Generative Object-Centric Flow in Visual Reinforcement Learning ICCV 2025 DMRN: A Dynamical Multi-Order Response Network for the Robust Lung Airway Segmentation WACV 2025 From Introspection to Best Practices: Principled Analysis of Demonstrations in Multimodal In-Context Learning NAACL 2025 CodeRAG: Finding Relevant and Necessary Knowledge for Retrieval-Augmented Repository-Level Code Completion EMNLP 2025 RetinaLogos: Fine-Grained Synthesis of High-Resolution Retinal Images Through Captions MICCAI 2025 RECALL: REpresentation-aligned Catastrophic-forgetting ALLeviation via Hierarchical Model Merging EMNLP 2025 RomanTex: Decoupling 3D-aware Rotary Positional Embedded Multi-Attention Network for Texture Synthesis ICCV 2025 DANCE: Resource-Efficient Neural Architecture Search with Data-Aware and Continuous Adaptation IJCAI 2025 MuirBench: A Comprehensive Benchmark for Robust Multi-image Understanding ICLR 2025 FlexiTex: Enhancing Texture Generation via Visual Guidance AAAI 2025 UniversalNER: Targeted Distillation from Large Language Models for Open Named Entity Recognition ICLR 2024 Fuzzy Attention-based Border Rendering Network for Lung Organ Segmentation MICCAI 2024 S3A: Towards Realistic Zero-Shot Classification via Self Structural Semantic Alignment AAAI 2024 Code Membership Inference for Detecting Unauthorized Data Use in Code Pre-trained Language Models EMNLP 2024 Dynamic Multimodal Information Bottleneck for Multimodality Classification WACV 2024 mDPO: Conditional Preference Optimization for Multimodal Large Language Models EMNLP 2024 DocLens: Multi-aspect Fine-grained Evaluation for Medical Text Generation ACL 2024 DecAF: Joint Decoding of Answers and Logical Forms for Question Answering over Knowledge Bases ICLR 2023 Dr.Spider: A Diagnostic Evaluation Benchmark towards Text-to-SQL Robustness ICLR 2023 Continual Contrastive Finetuning Improves Low-Resource Relation Extraction ACL 2023 Importance of Synthesizing High-quality Data for Text-to-SQL Parsing ACL 2023 Generate then Select: Open-ended Visual Question Answering Guided by World Knowledge ACL 2023 Benchmarking Diverse-Modal Entity Linking with Generative Models ACL 2023 Interactive Span Recommendation for Biomedical Text ACL 2023 PromptCAL: Contrastive Affinity Learning via Auxiliary Prompts for Generalized Novel Category Discovery CVPR 2023 Scaling Clinical Trial Matching Using Large Language Models: A Case Study in Oncology MLHC 2023 Distributed Community Detection in Large Networks JMLR 2023 LLaVA-Med: Training a Large Language-and-Vision Assistant for Biomedicine in One Day NIPS 2023 Context-faithful Prompting for Large Language Models EMNLP 2023 Optimizing Bi-Encoder for Named Entity Recognition via Contrastive Learning ICLR 2023 CLLE: A Benchmark for Continual Language Learning Evaluation in Multilingual Machine Translation EMNLP 2022 Locally Aggregated Feature Attribution on Natural Language Model Understanding NAACL 2022 Zero-Shot Dependency Parsing with Worst-Case Aware Automated Curriculum Learning ACL 2022 FairLex: A Multilingual Benchmark for Evaluating Fairness in Legal Text Processing ACL 2022 Knowledge-Rich Self-Supervision for Biomedical Entity Linking EMNLP 2022 Finite Sample Analysis of Average-Reward TD Learning and $Q$-Learning NIPS 2021 Sociolectal Analysis of Pretrained Language Models EMNLP 2021 Modular Self-Supervision for Document-Level Relation Extraction EMNLP 2021 DouZero: Mastering DouDizhu with Self-Play Deep Reinforcement Learning ICML 2021 Knowledge-guided Open Attribute Value Extraction with Reinforcement Learning EMNLP 2020 Universal Decompositional Semantic Parsing ACL 2020 Commonsense Inference in Natural Language Processing (COIN) - Shared Task Report EMNLP 2019 Greedy Orthogonal Pivoting Algorithm for Non-Negative Matrix Factorization ICML 2019 Omnidirectional Scene Text Detection with Sequential-free Box Discretization IJCAI 2019 Broad-Coverage Semantic Parsing as Transduction IJCNLP 2019 Proceedings of the First Workshop on Commonsense Inference in Natural Language Processing EMNLP 2019 Broad-Coverage Semantic Parsing as Transduction EMNLP 2019 Unsupervised Deep Structured Semantic Models for Commonsense Reasoning NAACL 2019 Deep Generalized Canonical Correlation Analysis ACL 2019 AMR Parsing as Sequence-to-Graph Transduction ACL 2019 Cross-lingual Decompositional Semantic Parsing EMNLP 2018 Neural-Davidsonian Semantic Proto-role Labeling EMNLP 2018 Improved Supervised Locality Preserving Projection for I-vector Based Speaker Verification INTERSPEECH 2018 CRF-LSTM Text Mining Method Unveiling the Pharmacological Mechanism of Off-target Side Effect of Anti-Multiple Myeloma Drugs ACL 2018 FuRongWang at SemEval-2017 Task 3: Deep Neural Networks for Selecting Relevant Answers in Community Question Answering SEMEVAL 2017 Selective Decoding for Cross-lingual Open Information Extraction IJCNLP 2017 MT/IE: Cross-lingual Open Information Extraction with Neural Sequence-to-Sequence Models EACL 2017 How to Keep a Knowledge Base Synchronized with Its Encyclopedia Source IJCAI 2017 Universal Decompositional Semantics on Universal Dependencies EMNLP 2016 Semantic Interpretation of Superlative Expressions via Structured Knowledge Bases IJCNLP 2015 Semantic Interpretation of Superlative Expressions via Structured Knowledge Bases ACL 2015