← Authors

Bin Liang

65 papers · 2018–2026 · 10 conferences · across top CS/AI conferences

Achievements

🌈 Renaissance Researcher (9) 🌍 Conference Polyglot (10) πŸƒ Academic Marathon (7) πŸŒ‰ Interdisciplinary Bridge πŸ—ΊοΈ Taxonomy Completionist (11) 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🐝 Cross-Pollinator (13) 🏠 Conference Loyalist (21) 🀝 Dynamic Duo (41) πŸ‘‘ Triple Crown πŸ† Grand Slam πŸ”¬ Deep Specialist (14) 🧬 Topic Evolution πŸ† Keyword Champion (2) πŸ—ƒοΈ Keyword Collector (292) πŸ”₯ Unstoppable (8) πŸ’Ž Century Club (63) ⚑ Prolific Year (10)

Conferences

EMNLP (21) ACL (20) AAAI (8) ICLR (6) COLING (4) NIPS (2) ICML (1) IJCAI (1) NAACL (1) UAI (1)

Top co-authors

Ruifeng Xu (42) Kam-Fai Wong (23) Min Yang (22) Lin Gui (13) Jianzhu Bao (9) Yice Zhang (8) Yang Sun (8) Geng Tu (7) Zezhong Wang (7) Yiming Du (7)

Keywords

large language model (11) sentiment analysis (6) graph neural network (5) emotion recognition (5) reinforcement learning (4) multimodal learning (4) aspect-based sentiment analysis (4) stance detection (4) pre-trained language model (4) text classification (4) argumentation mining (3) few-shot learning (3) conversational ai (3) contrastive learning (3) relation extraction (3) multi-modal learning (3) in-context learning (3) memory retrieval (3) graph convolutional network (3) semantic parsing (2)

Papers

MemGuide: Intent-Driven Memory Selection for Goal-Oriented Multi-Session LLM Agents AAAI 2026
Shadows in the Code: Exploring the Risks and Defenses of LLM-based Multi-Agent Software Development Systems AAAI 2026
Correcting Large Language Model Behavior via Influence Function AAAI 2025
A Multi-persona Framework for Argument Quality Assessment ACL 2025
Learning First-Order Logic Rules for Argumentation Mining ACL 2025
CoreEval: Automatically Building Contamination-Resilient Datasets with Real-World Knowledge toward Reliable LLM Evaluation ACL 2025
MlingConf: A Comprehensive Study of Multilingual Confidence Estimation on Large Language Models ACL 2025
COPR: Continual Human Preference Learning via Optimal Policy Regularization ACL 2025
MemeReaCon: Probing Contextual Meme Understanding in Large Vision-Language Models EMNLP 2025
Episodic Novelty Through Temporal Distance ICLR 2025
CoCoCo: Improving Text-Guided Video Inpainting for Better Consistency, Controllability and Compatibility AAAI 2025
A Comprehensive Evaluation on Event Reasoning of Large Language Models AAAI 2025
Centrality-guided Pre-training for Graph ICLR 2025
CS-Bench: A Comprehensive Benchmark for Large Language Models towards Computer Science Mastery ICLR 2025
PEARL: Towards Permutation-Resilient LLMs ICLR 2025
Flexibly Utilize Memory for Long-Term Conversation via a Fragment-then-Compose Framework EMNLP 2025
A New Formula for Sticker Retrieval: Reply with Stickers in Multi-Modal and Multi-Session Conversation AAAI 2025
ReSURE: Regularizing Supervision Unreliability for Multi-turn Dialogue Fine-tuning EMNLP 2025
Mitigating Biases of Large Language Models in Stance Detection with Counterfactual Augmented Calibration NAACL 2025
T2: An Adaptive Test-Time Scaling Strategy for Contextual Question Answering EMNLP 2025
Efficient Multi-agent Reinforcement Learning by Planning ICLR 2024
NeuralPlane: An Efficiently Parallelizable Platform for Fixed-wing Aircraft Control with Reinforcement Learning NIPS 2024
Learning Diverse Risk Preferences in Population-Based Self-Play AAAI 2024
Multiple Knowledge-Enhanced Interactive Graph Network for Multimodal Conversational Emotion Recognition EMNLP 2024
Adaptive Graph Learning for Multimodal Conversational Emotion Detection AAAI 2024
PITA: Prompting Task Interaction for Argumentation Mining ACL 2024
Discourse Structure-Aware Prefix for Generation-Based End-to-End Argumentation Mining ACL 2024
Decomposing Argumentative Essay Generation via Dialectical Planning of Complex Reasoning ACL 2024
Multi-modal Stance Detection: New Datasets and Model ACL 2024
Adversarial Learning for Multi-Lingual Entity Linking ACL 2024
Auto-ACE: An Automatic Answer Correctness Evaluation Method for Conversational Question Answering ACL 2024
Fine-tuning after Prompting: an Explainable Way for Classification ACL 2024
PerLTQA: A Personal Long-Term Memory Dataset for Memory Classification, Retrieval, and Fusion in Question Answering ACL 2024
Bounded and Uniform Energy-based Out-of-distribution Detection for Graphs ICML 2024
In-Context Example Retrieval from Multi-Perspectives for Few-Shot Aspect-Based Sentiment Analysis COLING 2024
JoTR: A Joint Transformer and Reinforcement Learning Framework for Dialogue Policy Learning COLING 2024
Target-to-Source Augmentation for Aspect Sentiment Triplet Extraction EMNLP 2023
An Empirical Study of Sentiment-Enhanced Pre-Training for Aspect-Based Sentiment Analysis ACL 2023
MMSD2.0: Towards a Reliable Multi-modal Sarcasm Detection System ACL 2023
Probing Graph Decomposition for Argument Pair Extraction ACL 2023
Context or Knowledge is Not Always Necessary: A Contrastive Learning Framework for Emotion Recognition in Conversations ACL 2023
Evaluation Metrics in the Era of GPT-4: Reliably Evaluating Large Language Models on Sequence to Sequence Tasks EMNLP 2023
Set Learning for Generative Information Extraction EMNLP 2023
A Training-Free Debiasing Framework with Counterfactual Reasoning for Conversational Emotion Detection EMNLP 2023
Stance Detection on Social Media with Background Knowledge EMNLP 2023
Reducing Spurious Correlations in Aspect-based Sentiment Analysis with Explanation from Large Language Models EMNLP 2023
In-context Learning for Few-shot Multimodal Named Entity Recognition EMNLP 2023
Cue-CoT: Chain-of-thought Prompting for Responding to In-depth Dialogue Questions with LLMs EMNLP 2023
An Empirical Study on Multiple Knowledge from ChatGPT for Emotion Recognition in Conversations EMNLP 2023
CUE: An Uncertainty Interpretation Framework for Text Classifiers Built on Pre-Trained Language Models UAI 2023
Probing Structural Knowledge from Pre-trained Language Model for Argumentation Relation Classification EMNLP 2022
CLLE: A Benchmark for Continual Language Learning Evaluation in Multilingual Machine Translation EMNLP 2022
A Generative Model for End-to-End Argument Mining with Reconstructed Positional Encoding and Constrained Pointer Mechanism EMNLP 2022
Offline Reinforcement Learning with Value-based Episodic Memory ICLR 2022
SEMGraph: Incorporating Sentiment Knowledge and Eye Movement into Graph Model for Sentiment Analysis EMNLP 2022
Boundary-Driven Table-Filling for Aspect Sentiment Triplet Extraction EMNLP 2022
Modeling Intra- and Inter-Modal Relations: Hierarchical Graph Contrastive Learning for Multimodal Sentiment Analysis COLING 2022
Multi-Modal Sarcasm Detection via Cross-Modal Graph Convolutional Network ACL 2022
JointCL: A Joint Contrastive Learning Framework for Zero-Shot Stance Detection ACL 2022
Domain Generalization by Learning and Removing Domain-specific Features NIPS 2022
Argument Pair Extraction with Mutual Guidance and Inter-sentence Relation Graph EMNLP 2021
Beta Distribution Guided Aspect-aware Graph for Aspect Category Sentiment Analysis with Affective Knowledge EMNLP 2021
Jointly Learning Aspect-Focused and Inter-Aspect Relations with Graph Convolutional Networks for Aspect Sentiment Analysis COLING 2020
Context-aware Embedding for Targeted Aspect-based Sentiment Analysis ACL 2019
Deep Text Classification Can be Fooled IJCAI 2018