← Authors

Zheng Li

79 papers · 2017–2026 · 16 conferences · across top CS/AI conferences

Achievements

🐣 Hot Topic Early Bird πŸŒ‰ Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (16) πŸƒ Academic Marathon (8) 🐝 Cross-Pollinator (14) 🌈 Renaissance Researcher (10) πŸ—ΊοΈ Taxonomy Completionist (121) πŸ‘‘ Triple Crown πŸ‘₯ Mega-Team (22) πŸ† Keyword Champion 🀝 Dynamic Duo (26) πŸ”¬ Deep Specialist (12) πŸ† Grand Slam πŸ—ƒοΈ Keyword Collector (294) πŸ’Ž Century Club (76) πŸ“ˆ Trend Setter πŸ”₯ Unstoppable (7) ❓ The Questioner (2) ⚑ Prolific Year (5) πŸš€ Conference Pioneer

Conferences

EMNLP (17) ACL (12) AAAI (9) IJCAI (7) INTERSPEECH (7) ICML (6) NIPS (6) NAACL (4) COLING (2) CVPR (2) ICCV (2) ECCV (1) ICLR (1) IJCNLP (1) JMLR (1) WACV (1)

Top co-authors

Bing Yin (26) Yifan Gao (15) Qingyu Yin (14) Zhengyang Wang (11) Haoming Jiang (10) Xin Liu (10) Xianfeng Tang (8) Lin Li (7) Ying Wei (7) Qingyang Hong (7)

Research topics

Computer Vision (1)

Keywords

large language model (14) knowledge distillation (10) domain adaptation (6) multi-task learning (6) few-shot learning (5) neural network (5) question answering (5) adversarial learning (5) benchmark evaluation (5) knowledge graph (5) speaker verification (4) attention mechanism (4) graph neural network (4) transfer learning (4) language model (4) model compression (4) language recognition (3) speaker embedding (3) curriculum learning (3) reinforcement learning (3)

Papers

Rep Deep & Machine Learning: Exemplar-Free Continual Video Action Recognition via Slow-Fast Collaborative Learning AAAI 2026
DIAA: A Decoding-Efficient Inference Acceleration Approach for On-Device Large Language Models AAAI 2026
Compensating Distribution Drifts in Continual Learning with Pre-trained Vision Transformers AAAI 2026
EERPD: Leveraging Emotion and Emotion Regulation for Improving Personality Detection COLING 2025
Advancing Textual Prompt Learning with Anchored Attributes ICCV 2025
ArtFormer: Controllable Generation of Diverse 3D Articulated Objects CVPR 2025
DrAgent: Empowering Large Language Models as Medical Agents for Multi-hop Medical Reasoning EMNLP 2025
Hephaestus: Improving Fundamental Agent Capabilities of Large Language Models through Continual Pre-Training NAACL 2025
Training-free Fourier Phase Diffusion for Style Transfer IJCAI 2025
GRIL: Knowledge Graph Retrieval-Integrated Learning with Large Language Models EMNLP 2025
FloE: On-the-Fly MoE Inference on Memory-constrained GPU ICML 2025
Local Identifying Causal Relations in the Presence of Latent Variables ICML 2025
CFDM: Contrastive Fusion and Disambiguation for Multi-View Partial-Label Learning AAAI 2025
IHEval: Evaluating Language Models on Following the Instruction Hierarchy NAACL 2025
Can Language Models Follow Multiple Turns of Entangled Instructions? EMNLP 2025
Contrasting Adversarial Perturbations: The Space of Harmless Perturbations AAAI 2025
Unsupervised Photometric-Consistent Depth Estimation from Endoscopic Monocular Video AAAI 2025
Shy-hunyuan-MT at WMT25 General Machine Translation Shared Task EMNLP 2025
UniConv: Unifying Retrieval and Response Generation for Large Language Models in Conversations ACL 2025
FastCuRL: Curriculum Reinforcement Learning with Stage-wise Context Scaling for Efficient Training R1-like Reasoning Models EMNLP 2025
Aligning Large Language Models with Implicit Preferences from User-Generated Content ACL 2025
MiMoTable: A Multi-scale Spreadsheet Benchmark with Meta Operations for Table Reasoning COLING 2025
MIND: Multimodal Shopping Intention Distillation from Large Vision-language Models for E-commerce Purchase Understanding EMNLP 2024
Large Language Models Are Poor Clinical Decision-Makers: A Comprehensive Benchmark EMNLP 2024
IntentionQA: A Benchmark for Evaluating Purchase Intention Comprehension Abilities of Language Models in E-commerce EMNLP 2024
Evolutionary Contrastive Distillation for Language Model Alignment EMNLP 2024
Local Causal Structure Learning in the Presence of Latent Variables ICML 2024
MEMORYLLM: Towards Self-Updatable Large Language Models ICML 2024
Language Models as Semantic Indexers ICML 2024
Shopping MMLU: A Massive Multi-Task Online Shopping Benchmark for Large Language Models NIPS 2024
Graph Chain-of-Thought: Augmenting Large Language Models by Reasoning on Graphs ACL 2024
Can Large Multimodal Models Uncover Deep Semantics Behind Images? ACL 2024
PromptKD: Unsupervised Prompt Distillation for Vision-Language Models CVPR 2024
Cascade Prompt Learning for Visual-Language Model Adaptation ECCV 2024
IterAlign: Iterative Constitutional Alignment of Large Language Models NAACL 2024
Common-Individual Semantic Fusion for Multi-View Multi-Label Learning IJCAI 2024
ModSCAN: Measuring Stereotypical Bias in Large Vision-Language Models from Vision and Language Modalities EMNLP 2024
HomoDistil: Homotopic Task-Agnostic Distillation of Pre-trained Transformers ICLR 2023
Amazon-M2: A Multilingual Multi-locale Shopping Session Dataset for Recommendation and Text Generation NIPS 2023
Enhancing User Intent Capture in Session-Based Recommendation with Attribute Patterns NIPS 2023
Curriculum Temperature for Knowledge Distillation AAAI 2023
People Taking Photos That Faces Never Share: Privacy Protection and Fairness Enhancement from Camera to User AAAI 2023
SCOTT: Self-Consistent Chain-of-Thought Distillation ACL 2023
ReCode: Robustness Evaluation of Code Generation Models ACL 2023
NOTABLE: Transferable Backdoor Attacks Against Prompt-based NLP Models ACL 2023
FolkScope: Intention Knowledge Graph Construction for E-commerce Commonsense Discovery ACL 2023
Multimodal Prompt Learning for Product Title Generation with Extremely Limited Labels ACL 2023
Graph Reasoning for Question Answering with Triplet Retrieval ACL 2023
Knowledge-Selective Pretraining for Attribute Value Extraction EMNLP 2023
Improving Consistency for Text Summarization with Energy Functions EMNLP 2023
Data Poisoning Attacks Against Multimodal Encoders ICML 2023
DQ-BART: Efficient Sequence-to-Sequence Model via Joint Distillation and Quantization ACL 2022
Multi-View Visual Semantic Embedding IJCAI 2022
FQ-ViT: Post-Training Quantization for Fully Quantized Vision Transformer IJCAI 2022
Learning to Sample and Aggregate: Few-shot Reasoning over Temporal Knowledge Graphs NIPS 2022
Multilingual Knowledge Graph Completion with Self-Supervised Adaptive Graph Alignment ACL 2022
Retrieval-Augmented Multilingual Keyphrase Generation with Retriever-Generator Iterative Training NAACL 2022
Deep Multi-Modal Structural Equations For Causal Effect Estimation With Unstructured Proxies NIPS 2022
Disentangling Task Relations for Few-shot Text Classification via Self-Supervised Hierarchical Task Clustering EMNLP 2022
Additive Phoneme-Aware Margin Softmax Loss for Language Recognition INTERSPEECH 2021
MetaTS: Meta Teacher-Student Network for Multilingual Sequence Labeling with Minimal Supervision EMNLP 2021
Phoneme-Aware and Channel-Wise Attentive Learning for Text Dependent Speaker Verification INTERSPEECH 2021
Oriental Language Recognition (OLR) 2020: Summary and Analysis INTERSPEECH 2021
Online Knowledge Distillation for Efficient Pose Estimation ICCV 2021
The XMUSPEECH System for the AP19-OLR Challenge INTERSPEECH 2020
Exploiting Visual Semantic Reasoning for Video-Text Retrieval IJCAI 2020
Efficient and Modularized Training on FPGA for Real-time Applications IJCAI 2020
Learn to Cross-lingual Transfer with Meta Graph Learning Across Heterogeneous Languages EMNLP 2020
On the Usage of Multi-Feature Integration for Speaker Verification and Language Identification INTERSPEECH 2020
GAR: Graph Assisted Reasoning for Object Detection WACV 2020
Dimension-Free Bounds for Low-Precision Training NIPS 2019
Deep Speaker Embedding Extraction with Channel-Wise Feature Responses and Additive Supervision Softmax Loss Function INTERSPEECH 2019
Transferable End-to-End Aspect-based Sentiment Analysis with Selective Adversarial Learning EMNLP 2019
Anti-Spoofing Speaker Verification System with Multi-Feature Integration and Multi-Task Learning INTERSPEECH 2019
Transferable End-to-End Aspect-based Sentiment Analysis with Selective Adversarial Learning IJCNLP 2019
PyOD: A Python Toolbox for Scalable Outlier Detection JMLR 2019
Exploiting Coarse-to-Fine Task Transfer for Aspect-Level Sentiment Classification AAAI 2019
Pingan Smart Health and SJTU at COIN - Shared Task: utilizing Pre-trained Language Models and Common-sense Knowledge in Machine Reading Tasks EMNLP 2019
End-to-End Adversarial Memory Network for Cross-domain Sentiment Classification IJCAI 2017