Skip to content
conftrace_

Zheng Lian

22 papers · 2019–2026 · 7 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

Jump to papers ↓
+7 more ↓ πŸ—ΊοΈ Taxonomy Completionist (38) πŸƒ Academic Marathon Β· Sprint 🌍 Conference Polyglot Β· Silver πŸŒ‰ Interdisciplinary Bridge Β· Silver 🐣 Hot Topic Early Bird
πŸ† Keyword Champion (2) 🧬 Topic Evolution 🀝 Dynamic Duo (15) πŸ”₯ Unstoppable Β· Bronze πŸ’Ž Century Club Β· Bronze πŸ—ƒοΈ Keyword Collector (109) 🌈 Renaissance Researcher (6)

Venues

Interspeech (8) AAAI (3) COLING (3) NeurIPS (3) ACL (2) ICML (2) CoRL (1)

Top co-authors

Jianhua Tao (15) Bin Liu (11) Jian Huang (5) Haiyang Sun (4) Jiangyan Yi (3) Licai Sun (3) Zhengqi Wen (3) Rui Liu (2) Liyun Zhang (2) Hong Liu (2)

Research topics

Artificial Intelligence (14) Machine Learning (12) Core AI (12) Core Methods (8) Deep Learning (7) Learning Types Β· Machine Learning (6) Natural Language Processing (4) Applications (4) Architectures (4) Speech & Audio (3) Application Areas (3) Learning Paradigms (3) Learning Types Β· Deep Learning (3) Interdisciplinary (2) Analysis (2)

Keywords

speech emotion recognition (4) emotion recognition (3) representation learning (2) multimodal learning (2) acoustic feature (2) multi-annotator learning (2) multimodal large language model (2) multimodal sentiment analysis (2) variational inference (1) attention mechanism (1) self-attention mechanism (1) weakly supervised learning (1) in-context learning (1) voice conversion (1) zero-shot learning (1) mathematical reasoning (1) sarcasm detection (1) similarity learning (1) semi-supervised learning (1) domain adaptation (1)

Papers

AStar: Boosting Multimodal Reasoning with Automated Structured Thinking AAAI 2026 Beyond Examples: Towards Automated Thought-level In-Context Reasoning for Large Language Models ACL 2026 QuMAB: Query-based Multi-annotator Behavior Pattern Learning AAAI 2026 SimLabel: Similarity-Weighted Semi-supervision for Multi-annotator Learning with Missing Labels AAAI 2026 AffectGPT: A New Dataset, Model, and Benchmark for Emotion Understanding with Multimodal Large Language Models ICML 2025 Listen, Watch, and Learn to Feel: Retrieval-Augmented Emotion Reasoning for Compound Emotion Generation ACL 2025 OV-MER: Towards Open-Vocabulary Multimodal Emotion Recognition ICML 2025 Emotion-LLaMA: Multimodal Emotion Recognition and Reasoning with Instruction Tuning NeurIPS 2024 MFSN: Multi-perspective Fusion Search Network For Pre-training Knowledge in Speech Emotion Recognition Interspeech 2024 NLoPT: N-gram Enhanced Low-Rank Task Adaptive Pre-training for Efficient Language Model Adaption COLING 2024 ALIM: Adjusting Label Importance Mechanism for Noisy Partial Label Learning NeurIPS 2023 EmotionNAS: Two-stream Neural Architecture Search for Speech Emotion Recognition Interspeech 2023 VRA: Variational Rectified Activation for Out-of-distribution Detection NeurIPS 2023 AMOA: Global Acoustic Feature Enhanced Modal-Order-Aware Network for Multimodal Sentiment Analysis COLING 2022 Supporting Medical Relation Extraction via Causality-Pruned Semantic Dependency Forest COLING 2022 BEHAVIOR: Benchmark for Everyday Household Activities in Virtual, Interactive, and Ecological Environments CoRL 2021 ARVC: An Auto-Regressive Voice Conversion System Without Parallel Training Data Interspeech 2020 Context-Dependent Domain Adversarial Neural Network for Multimodal Emotion Recognition Interspeech 2020 Conversational Emotion Recognition Using Self-Attention Mechanisms and Graph Neural Networks Interspeech 2020 Learning Utterance-Level Representations with Label Smoothing for Speech Emotion Recognition Interspeech 2020 Conversational Emotion Analysis via Attention Mechanisms Interspeech 2019 Unsupervised Representation Learning with Future Observation Prediction for Speech Emotion Recognition Interspeech 2019