← Authors

Sheng Zhang

63 papers · 2015–2026 · 18 conferences · across top CS/AI conferences

Achievements

🐣 Hot Topic Early Bird πŸŒ‰ Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (18) πŸƒ Academic Marathon (10) 🐝 Cross-Pollinator (13) 🌈 Renaissance Researcher (13) πŸ—ΊοΈ Taxonomy Completionist (119) 🧬 Topic Evolution πŸ‘₯ Mega-Team (21) 🀝 Dynamic Duo (13) πŸ† Grand Slam πŸ“ˆ Trend Setter ❓ The Questioner πŸ’Ž Century Club (61) πŸš€ Conference Pioneer πŸ”₯ Unstoppable (11) ⚑ Prolific Year (9) πŸ—ƒοΈ Keyword Collector (279)

Conferences

EMNLP (16) ACL (13) ICLR (5) NAACL (3) IJCNLP (3) IJCAI (3) AAAI (3) ICCV (2) ICML (2) EACL (2) MICCAI (2) NIPS (2) WACV (2) CVPR (1) INTERSPEECH (1) JMLR (1) MLHC (1) SEMEVAL (1)

Top co-authors

Hoifung Poon (13) Benjamin Van Durme (9) Patrick Ng (6) Henghui Zhu (6) Kevin Duh (6) Muhao Chen (6) Tristan Naumann (6) Alexander Hanbo Li (6) Bing Xiang (5) Zhiguo Wang (5)

Keywords

large language model (7) semantic parsing (6) self-supervised learning (4) multimodal learning (4) contrastive learning (3) sequence labeling (3) knowledge graph (3) attention mechanism (3) neural network (3) continual learning (3) multilingual nlp (2) representation learning (2) benchmark evaluation (2) machine translation (2) knowledge distillation (2) relation extraction (2) zero-shot learning (2) catastrophic forgetting (2) visual question answering (2) transfer learning (2)

Papers

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
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
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
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
RomanTex: Decoupling 3D-aware Rotary Positional Embedded Multi-Attention Network for Texture Synthesis ICCV 2025
mDPO: Conditional Preference Optimization for Multimodal Large Language Models EMNLP 2024
Fuzzy Attention-based Border Rendering Network for Lung Organ Segmentation MICCAI 2024
DocLens: Multi-aspect Fine-grained Evaluation for Medical Text Generation ACL 2024
S3A: Towards Realistic Zero-Shot Classification via Self Structural Semantic Alignment AAAI 2024
Dynamic Multimodal Information Bottleneck for Multimodality Classification WACV 2024
Code Membership Inference for Detecting Unauthorized Data Use in Code Pre-trained Language Models EMNLP 2024
UniversalNER: Targeted Distillation from Large Language Models for Open Named Entity Recognition ICLR 2024
Optimizing Bi-Encoder for Named Entity Recognition via Contrastive Learning ICLR 2023
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
Knowledge-Rich Self-Supervision for Biomedical Entity Linking EMNLP 2022
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
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
Omnidirectional Scene Text Detection with Sequential-free Box Discretization IJCAI 2019
Proceedings of the First Workshop on Commonsense Inference in Natural Language Processing EMNLP 2019
Commonsense Inference in Natural Language Processing (COIN) - Shared Task Report EMNLP 2019
Greedy Orthogonal Pivoting Algorithm for Non-Negative Matrix Factorization ICML 2019
Broad-Coverage Semantic Parsing as Transduction IJCNLP 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
Selective Decoding for Cross-lingual Open Information Extraction IJCNLP 2017
How to Keep a Knowledge Base Synchronized with Its Encyclopedia Source IJCAI 2017
MT/IE: Cross-lingual Open Information Extraction with Neural Sequence-to-Sequence Models EACL 2017
FuRongWang at SemEval-2017 Task 3: Deep Neural Networks for Selecting Relevant Answers in Community Question Answering SEMEVAL 2017
Universal Decompositional Semantics on Universal Dependencies EMNLP 2016
Semantic Interpretation of Superlative Expressions via Structured Knowledge Bases ACL 2015
Semantic Interpretation of Superlative Expressions via Structured Knowledge Bases IJCNLP 2015