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YIXUAN ZHANG

25 papers · 2020–2026 · 12 conferences · across top CS/AI conferences

Achievements

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+10 more ↓ 🏃 Academic Marathon (5) 🧭 Keyword Pioneer 🌉 Interdisciplinary Bridge 🌍 Conference Polyglot (12) 🐝 Cross-Pollinator (5)
🧭 Keyword Pioneer 🐝 Cross-Pollinator (5) 🌍 Conference Polyglot (12) 🏆 Grand Slam 🤝 Dynamic Duo (10) 👥 Mega-Team (71) 🔥 Unstoppable (6) 💎 Century Club (23) Prolific Year (9) 🗃️ Keyword Collector (109)

Conferences

ICML (5) AAAI (4) INTERSPEECH (3) NIPS (3) CVPR (2) ICLR (2) ACL (1) ACML (1) AISTATS (1) EMNLP (1) JMLR (1) NAACL (1)

Papers

Medverse: A Universal Model for Full-Resolution 3D Medical Image Segmentation, Transformation and Enhancement AAAI 2026 Fair Bayesian Data Selection via Generalized Discrepancy Measures AAAI 2026 Causal Representation Learning from Multimodal Biomedical Observations ICLR 2025 Navigating Towards Fairness with Data Selection AAAI 2025 Under the Shadow of Babel: How Language Shapes Reasoning in LLMs EMNLP 2025 NAT: Enhancing Agent Tuning with Negative Samples NAACL 2025 CMMLU: Measuring massive multitask language understanding in Chinese ACL 2024 Nonstationary Sparse Spectral Permanental Process NIPS 2024 Position: TrustLLM: Trustworthiness in Large Language Models ICML 2024 The Good, The Bad, and Why: Unveiling Emotions in Generative AI ICML 2024 Deep Equilibrium Models are Almost Equivalent to Not-so-deep Explicit Models for High-dimensional Gaussian Mixtures ICML 2024 CompeteAI: Understanding the Competition Dynamics of Large Language Model-based Agents ICML 2024 Neural Network Augmented Kalman Filter for Robust Acoustic Howling Suppression INTERSPEECH 2024 Mitigating Label Bias in Machine Learning: Fairness through Confident Learning AAAI 2024 The Collusion of Memory and Nonlinearity in Stochastic Approximation With Constant Stepsize NIPS 2024 Fair Representation Learning with Unreliable Labels AISTATS 2023 Integration-free Training for Spatio-temporal Multimodal Covariate Deep Kernel Point Processes NIPS 2023 Densely-connected Convolutional Recurrent Network for Fundamental Frequency Estimation in Noisy Speech INTERSPEECH 2022 Efficient Inference for Dynamic Flexible Interactions of Neural Populations JMLR 2022 Optimization-Derived Learning with Essential Convergence Analysis of Training and Hyper-training ICML 2022 Mitigating bias against non-native accents INTERSPEECH 2022 Efficient Inference of Flexible Interaction in Spiking-neuron Networks ICLR 2021 Bias-tolerant Fair Classification ACML 2021 Fashion Editing With Adversarial Parsing Learning CVPR 2020 Fine-Grained Image-to-Image Transformation Towards Visual Recognition CVPR 2020