← Authors

Liang He

96 papers · 2016–2026 · 16 conferences · across top CS/AI conferences

Achievements

🧭 Keyword Pioneer 🐝 Cross-Pollinator (12) πŸƒ Academic Marathon (9) 🌍 Conference Polyglot (16) 🌈 Renaissance Researcher (5) πŸŒ‰ Interdisciplinary Bridge 🐣 Hot Topic Early Bird πŸ—ΊοΈ Taxonomy Completionist (19) 🏠 Conference Loyalist (20) 🀝 Dynamic Duo (21) πŸ”¬ Deep Specialist (14) πŸ† Keyword Champion (2) πŸ“ˆ Trend Setter πŸš€ Conference Pioneer ⚑ Prolific Year (24) πŸ”₯ Unstoppable (8) ❓ The Questioner (2) πŸ—ƒοΈ Keyword Collector (65) πŸ’Ž Century Club (94)

Conferences

INTERSPEECH (20) AAAI (15) EMNLP (11) ACL (10) COLING (10) SEMEVAL (5) CVPR (4) IJCAI (4) ICCV (3) ICLR (3) IJCNLP (3) NAACL (3) NIPS (2) AACL (1) EACL (1) ECCV (1)

Top co-authors

Jie Zhou (22) Qin Chen (21) Linlin Wang (16) Xin lin (12) Gerard de Melo (9) Xin Li (7) Botian Shi (6) Hao Huang (5) Qian Zhao (5) Yuanbin Wu (5)

Keywords

knowledge graph (10) large language model (10) speaker verification (9) domain adaptation (7) graph attention network (6) catastrophic forgetting (4) continual learning (4) knowledge distillation (4) aspect-based sentiment analysis (4) pre-trained language model (4) speaker embedding (4) contrastive learning (4) attention mechanism (4) neural network (4) representation learning (3) deep learning (3) multi-task learning (3) semi-supervised learning (3) open information extraction (3) reinforcement learning (3)

Papers

MovieGraph-ToM: Evaluating Long-Range Theory of Mind in Large Language Models via Implicit Social-Causal Graphs AAAI 2026
LifeAlign: Lifelong Alignment for Large Language Models with Memory-Augmented Focalized Preference Optimization AAAI 2026
RGR-KBQA: Generating Logical Forms for Question Answering Using Knowledge-Graph-Enhanced Large Language Model COLING 2025
Enhancing Medical Dialogue Generation through Knowledge Refinement and Dynamic Prompt Adjustment ACL 2025
P-React: Synthesizing Topic-Adaptive Reactions of Personality Traits via Mixture of Specialized LoRA Experts ACL 2025
AutoMedEval: Harnessing Language Models for Automatic Medical Capability Evaluation ACL 2025
Optimizing Question Semantic Space for Dynamic Retrieval-Augmented Multi-hop Question Answering ACL 2025
Sentiment-enhanced Multi-hop Connected Graph Attention Network for Multimodal Aspect-Based Sentiment Analysis IJCAI 2025
Human Simulacra: Benchmarking the Personification of Large Language Models ICLR 2025
DriveArena: A Closed-loop Generative Simulation Platform for Autonomous Driving ICCV 2025
Aspect Enhancement and Text Simplification in Multimodal Aspect-Based Sentiment Analysis for Multi-Aspect and Multi-Sentiment Scenarios AAAI 2025
Disentangled Modeling of Preferences and Social Influence for Group Recommendation AAAI 2025
NLSR: Neuron-Level Safety Realignment of Large Language Models Against Harmful Fine-Tuning AAAI 2025
Lark: Low-Rank Updates After Knowledge Localization for Few-shot Class-Incremental Learning ICCV 2025
CL-MoE: Enhancing Multimodal Large Language Model with Dual Momentum Mixture-of-Experts for Continual Visual Question Answering CVPR 2025
AVF-MAE++: Scaling Affective Video Facial Masked Autoencoders via Efficient Audio-Visual Self-Supervised Learning CVPR 2025
ACE-M3: Automatic Capability Evaluator for Multimodal Medical Models COLING 2025
Cross-modal Features Interaction-and-Aggregation Network with Self-consistency Training for Speech Emotion Recognition INTERSPEECH 2024
Continuously Learning, Adapting, and Improving: A Dual-Process Approach to Autonomous Driving NIPS 2024
BDIQA: A New Dataset for Video Question Answering to Explore Cognitive Reasoning through Theory of Mind AAAI 2024
Generative Calibration of Inaccurate Annotation for Label Distribution Learning AAAI 2024
MedBench: A Large-Scale Chinese Benchmark for Evaluating Medical Large Language Models AAAI 2024
A Hierarchical Network for Multimodal Document-Level Relation Extraction AAAI 2024
MELO: Enhancing Model Editing with Neuron-Indexed Dynamic LoRA AAAI 2024
A Regularization-based Transfer Learning Method for Information Extraction via Instructed Graph Decoder COLING 2024
Learning Intrinsic Dimension via Information Bottleneck for Explainable Aspect-based Sentiment Analysis COLING 2024
Let’s Rectify Step by Step: Improving Aspect-based Sentiment Analysis with Diffusion Models COLING 2024
MixRED: A Mix-lingual Relation Extraction Dataset COLING 2024
How Do Humans Write Code? Large Models Do It the Same Way Too EMNLP 2024
C-LLM: Learn to Check Chinese Spelling Errors Character by Character EMNLP 2024
CliMedBench: A Large-Scale Chinese Benchmark for Evaluating Medical Large Language Models in Clinical Scenarios EMNLP 2024
MGCL: Multi-Granularity Clue Learning for Emotion-Cause Pair Extraction via Cross-Grained Knowledge Distillation EMNLP 2024
Boosting Large Language Models with Continual Learning for Aspect-based Sentiment Analysis EMNLP 2024
DiaHalu: A Dialogue-level Hallucination Evaluation Benchmark for Large Language Models EMNLP 2024
Vanessa: Visual Connotation and Aesthetic Attributes Understanding Network for Multimodal Aspect-based Sentiment Analysis EMNLP 2024
DiLu: A Knowledge-Driven Approach to Autonomous Driving with Large Language Models ICLR 2024
Joint Multimodal Aspect Sentiment Analysis with Aspect Enhancement and Syntactic Adaptive Learning IJCAI 2024
YOLOPitch: A Time-Frequency Dual-Branch YOLO Model for Pitch Estimation INTERSPEECH 2024
Speech Topic Classification Based on Multi-Scale and Graph Attention Networks INTERSPEECH 2024
Self-Supervised Speaker Verification with Mini-Batch Prediction Correction INTERSPEECH 2024
Hypernetwork-Assisted Parameter-Efficient Fine-Tuning with Meta-Knowledge Distillation for Domain Knowledge Disentanglement NAACL 2024
SKD-NER: Continual Named Entity Recognition via Span-based Knowledge Distillation with Reinforcement Learning EMNLP 2023
Robust Training for Speaker Verification against Noisy Labels INTERSPEECH 2023
A Study on Visualization of Voiceprint Feature INTERSPEECH 2023
Dynamic Fully-Connected Layer for Large-Scale Speaker Verification INTERSPEECH 2023
UReader: Universal OCR-free Visually-situated Language Understanding with Multimodal Large Language Model EMNLP 2023
LoGoNet: Towards Accurate 3D Object Detection With Local-to-Global Cross-Modal Fusion CVPR 2023
DetZero: Rethinking Offboard 3D Object Detection with Long-term Sequential Point Clouds ICCV 2023
Disentangled CVAEs with Contrastive Learning for Explainable Recommendation AAAI 2023
HypeR: Multitask Hyper-Prompted Training Enables Large-Scale Retrieval Generalization ICLR 2023
MTANet: Multi-band Time-frequency Attention Network for Singing Melody Extraction from Polyphonic Music INTERSPEECH 2023
A Disentangled-Attention Based Framework with Persona-Aware Prompt Learning for Dialogue Generation AAAI 2023
Black-box Prompt Tuning for Vision-Language Model as a Service IJCAI 2023
Generative Label Enhancement with Gaussian Mixture and Partial Ranking AAAI 2023
Shifting More Attention to Visual Backbone: Query-Modulated Refinement Networks for End-to-End Visual Grounding CVPR 2022
An Information Minimization Based Contrastive Learning Model for Unsupervised Sentence Embeddings Learning COLING 2022
A Multi-Format Transfer Learning Model for Event Argument Extraction via Variational Information Bottleneck COLING 2022
Multi-Scale Distribution Deep Variational Autoencoder for Explanation Generation ACL 2022
CUP: Curriculum Learning based Prompt Tuning for Implicit Event Argument Extraction IJCAI 2022
A Graph Isomorphism Network with Weighted Multiple Aggregators for Speech Emotion Recognition INTERSPEECH 2022
A Multi-grained based Attention Network for Semi-supervised Sound Event Detection INTERSPEECH 2022
ECNU_ICA at SemEval-2022 Task 10: A Simple and Unified Model for Monolingual and Crosslingual Structured Sentiment Analysis NAACL 2022
ECNU_ICA at SemEval-2022 Task 10: A Simple and Unified Model for Monolingual and Crosslingual Structured Sentiment Analysis SEMEVAL 2022
Curriculum Prompt Learning with Self-Training for Abstractive Dialogue Summarization EMNLP 2022
Homogeneous Multi-modal Feature Fusion and Interaction for 3D Object Detection ECCV 2022
Is β€œhot pizza” Positive or Negative? Mining Target-aware Sentiment Lexicons EACL 2021
KERS: A Knowledge-Enhanced Framework for Recommendation Dialog Systems with Multiple Subgoals EMNLP 2021
Co-evolution Transformer for Protein Contact Prediction NIPS 2021
Automated Cross-prompt Scoring of Essay Traits AAAI 2021
Looking Wider for Better Adaptive Representation in Few-Shot Learning AAAI 2021
ECNU_ICA_1 SemEval-2021 Task 4: Leveraging Knowledge-enhanced Graph Attention Networks for Reading Comprehension of Abstract Meaning SEMEVAL 2021
Attending via both Fine-tuning and Compressing IJCNLP 2021
ECNU_ICA_1 SemEval-2021 Task 4: Leveraging Knowledge-enhanced Graph Attention Networks for Reading Comprehension of Abstract Meaning IJCNLP 2021
ECNUICA at SemEval-2021 Task 11: Rule based Information Extraction Pipeline IJCNLP 2021
End-to-End Cross-Lingual Spoken Language Understanding Model with Multilingual Pretraining INTERSPEECH 2021
ECNUICA at SemEval-2021 Task 11: Rule based Information Extraction Pipeline ACL 2021
ECNUICA at SemEval-2021 Task 11: Rule based Information Extraction Pipeline SEMEVAL 2021
ECNU_ICA_1 SemEval-2021 Task 4: Leveraging Knowledge-enhanced Graph Attention Networks for Reading Comprehension of Abstract Meaning ACL 2021
Attending via both Fine-tuning and Compressing ACL 2021
ECNU-SenseMaker at SemEval-2020 Task 4: Leveraging Heterogeneous Knowledge Resources for Commonsense Validation and Explanation SEMEVAL 2020
Integrating BERT and Score-based Feature Gates for Chinese Grammatical Error Diagnosis AACL 2020
SentiX: A Sentiment-Aware Pre-Trained Model for Cross-Domain Sentiment Analysis COLING 2020
ECNU-SenseMaker at SemEval-2020 Task 4: Leveraging Heterogeneous Knowledge Resources for Commonsense Validation and Explanation COLING 2020
THUEE System for NIST SRE19 CTS Challenge INTERSPEECH 2020
SEEK: Segmented Embedding of Knowledge Graphs ACL 2020
SAS: Dialogue State Tracking via Slot Attention and Slot Information Sharing ACL 2020
Towards Discriminative Representations and Unbiased Predictions: Class-Specific Angular Softmax for Speech Emotion Recognition INTERSPEECH 2019
Exploiting Noisy Data in Distant Supervision Relation Classification NAACL 2019
Multi-Scale Time-Frequency Attention for Acoustic Event Detection INTERSPEECH 2019
Large Margin Softmax Loss for Speaker Verification INTERSPEECH 2019
MTGAN: Speaker Verification through Multitasking Triplet Generative Adversarial Networks INTERSPEECH 2018
Speaker Embedding Extraction with Phonetic Information INTERSPEECH 2018
EmojiIt at SemEval-2018 Task 2: An Effective Attention-Based Recurrent Neural Network Model for Emoji Prediction with Characters Gated Words SEMEVAL 2018
Investigating Various Diarization Algorithms for Speaker in the Wild (SITW) Speaker Recognition Challenge INTERSPEECH 2016
Improving Deep Neural Networks Based Speaker Verification Using Unlabeled Data INTERSPEECH 2016
THU-EE System Description for NIST LRE 2015 INTERSPEECH 2016