← Authors

Shikun Zhang

66 papers · 2016–2026 · 15 conferences · across top CS/AI conferences

Achievements

🐣 Hot Topic Early Bird πŸŒ‰ Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (15) πŸƒ Academic Marathon (9) 🐝 Cross-Pollinator (13) 🌈 Renaissance Researcher (10) πŸ—ΊοΈ Taxonomy Completionist (109) πŸ‘‘ Triple Crown 🀝 Dynamic Duo (51) πŸ† Keyword Champion (2) πŸ† Grand Slam πŸ”₯ Unstoppable (7) πŸ“ˆ Trend Setter πŸ’Ž Century Club (62) πŸ—ƒοΈ Keyword Collector (299) ❓ The Questioner ⚑ Prolific Year (5)

Conferences

ACL (13) AAAI (11) EMNLP (10) NIPS (6) CVPR (4) COLING (3) ICCV (3) IJCAI (3) IJCNLP (3) NAACL (3) ICLR (2) ICML (2) ACML (1) CONLL (1) ECCV (1)

Top co-authors

Wei Ye (54) Chaoya Jiang (10) Bo Li (10) Jinan Sun (9) Yidong Wang (9) Rui Xie (9) Haiyang Xu (7) Ming Yan (6) Fei Huang (6) Xiaoling Zhou (6)

Keywords

large language model (7) contrastive learning (5) reinforcement learning (4) music generation (4) relation extraction (4) text generation (3) direct preference optimization (3) data augmentation (3) information extraction (3) representation learning (3) question answering (3) domain generalization (3) in-context learning (3) neural machine translation (3) multimodal learning (3) unsupervised learning (3) vision transformer (2) prompt engineering (2) information retrieval (2) benchmark evaluation (2)

Papers

Modeling Uncertainty Trends for Timely Retrieval in Dynamic RAG AAAI 2026
ASKD: Reinforcement Learning-Style Knowledge Distillation with Quality-Adaptive Skewness AAAI 2026
L2-LoRA: Improving Low-Rank Adaptation with Layer-Specific Regularization AAAI 2026
Rethinking the Sampling Criteria in Reinforcement Learning for LLM Reasoning: A Competence-Difficulty Alignment Perspective AAAI 2026
MPL: Multiple Programming Languages with Large Language Models for Information Extraction ACL 2025
Can You Really Trust Code Copilot? Evaluating Large Language Models from a Code Security Perspective ACL 2025
Supportiveness-based Knowledge Rewriting for Retrieval-augmented Language Modeling NAACL 2025
GETMusic: Generating Music Tracks with a Unified Representation and Diffusion Framework IJCAI 2025
Robustness to Spurious Correlations via Dynamic Knowledge Transfer IJCAI 2025
HaDeMiF: Hallucination Detection and Mitigation in Large Language Models ICLR 2025
Reasoning Through Execution: Unifying Process and Outcome Rewards for Code Generation ICML 2025
SampleMix: A Sample-wise Pre-training Data Mixing Strategy by Coordinating Data Quality and Diversity EMNLP 2025
All-Optical Nonlinear Diffractive Deep Network for Ultrafast Image Denoising CVPR 2025
SymDPO: Boosting In-Context Learning of Large Multimodal Models with Symbol Demonstration Direct Preference Optimization CVPR 2025
PandaLM: An Automatic Evaluation Benchmark for LLM Instruction Tuning Optimization ICLR 2024
MaVEn: An Effective Multi-granularity Hybrid Visual Encoding Framework for Multimodal Large Language Model NIPS 2024
AutoSurvey: Large Language Models Can Automatically Write Surveys NIPS 2024
SG-Bench: Evaluating LLM Safety Generalization Across Diverse Tasks and Prompt Types NIPS 2024
TiMix: Text-Aware Image Mixing for Effective Vision-Language Pre-training AAAI 2024
Labels Need Prompts Too: Mask Matching for Natural Language Understanding Tasks AAAI 2024
Enhancing In-Context Learning via Implicit Demonstration Augmentation ACL 2024
KIEval: A Knowledge-grounded Interactive Evaluation Framework for Large Language Models ACL 2024
What Makes a Good Order of Examples in In-Context Learning ACL 2024
Refining Corpora from a Model Calibration Perspective for Chinese Spelling Correction ACL 2024
Hallucination Augmented Contrastive Learning for Multimodal Large Language Model CVPR 2024
FreeEval: A Modular Framework for Trustworthy and Efficient Evaluation of Large Language Models EMNLP 2024
RAGLAB: A Modular and Research-Oriented Unified Framework for Retrieval-Augmented Generation EMNLP 2024
PURE: Aligning LLM via Pluggable Query Reformulation for Enhanced Helpfulness EMNLP 2024
NaturalSpeech 3: Zero-Shot Speech Synthesis with Factorized Codec and Diffusion Models ICML 2024
Boosting Model Resilience via Implicit Adversarial Data Augmentation IJCAI 2024
Exploiting Pseudo Image Captions for Multimodal Summarization ACL 2023
Prototypical Mixing and Retrieval-Based Refinement for Label Noise-Resistant Image Retrieval ICCV 2023
Hierarchical Prior Mining for Non-local Multi-View Stereo ICCV 2023
Vision Language Pre-training by Contrastive Learning with Cross-Modal Similarity Regulation ACL 2023
Improving Knowledge Graph Completion with Generative Hard Negative Mining ACL 2023
Sequence Generation with Label Augmentation for Relation Extraction AAAI 2023
Reviewing Labels: Label Graph Network with Top-k Prediction Set for Relation Extraction AAAI 2023
Parameter-efficient Tuning of Large-scale Multimodal Foundation Model NIPS 2023
IDEA: An Invariant Perspective for Efficient Domain Adaptive Image Retrieval NIPS 2023
BUS: Efficient and Effective Vision-Language Pre-Training with Bottom-Up Patch Summarization. ICCV 2023
3D Registration With Maximal Cliques CVPR 2023
MusicAgent: An AI Agent for Music Understanding and Generation with Large Language Models EMNLP 2023
Label Smoothing for Text Mining COLING 2022
TRIPS: Efficient Vision-and-Language Pre-training with Text-Relevant Image Patch Selection EMNLP 2022
Frequency-Aware Contrastive Learning for Neural Machine Translation AAAI 2022
Museformer: Transformer with Fine- and Coarse-Grained Attention for Music Generation NIPS 2022
Exploiting Hybrid Semantics of Relation Paths for Multi-hop Question Answering over Knowledge Graphs COLING 2022
Multi-view Inference for Relation Extraction with Uncertain Knowledge AAAI 2021
Cross-document Event Identity via Dense Annotation EMNLP 2021
Cross-document Event Identity via Dense Annotation CONLL 2021
Capturing Event Argument Interaction via A Bi-Directional Entity-Level Recurrent Decoder ACL 2021
Improving Embedding-based Large-scale Retrieval via Label Enhancement EMNLP 2021
Point, Disambiguate and Copy: Incorporating Bilingual Dictionaries for Neural Machine Translation IJCNLP 2021
QuadrupletBERT: An Efficient Model For Embedding-Based Large-Scale Retrieval NAACL 2021
Point, Disambiguate and Copy: Incorporating Bilingual Dictionaries for Neural Machine Translation ACL 2021
Multi-Hop Transformer for Document-Level Machine Translation NAACL 2021
Unsupervised Out-of-Domain Detection via Pre-trained Transformers ACL 2021
SongMASS: Automatic Song Writing with Pre-training and Alignment Constraint AAAI 2021
Capturing Event Argument Interaction via A Bi-Directional Entity-Level Recurrent Decoder IJCNLP 2021
Unsupervised Out-of-Domain Detection via Pre-trained Transformers IJCNLP 2021
A Data-Centric Framework for Composable NLP Workflows EMNLP 2020
Stacking Networks Dynamically for Image Restoration Based on the Plug-and-Play Framework ECCV 2020
Deep Dynamic Boosted Forest ACML 2020
Graph Enhanced Dual Attention Network for Document-Level Relation Extraction COLING 2020
Exploiting Entity BIO Tag Embeddings and Multi-task Learning for Relation Extraction with Imbalanced Data ACL 2019
Unsupervised Text Recap Extraction for TV Series EMNLP 2016