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Shengchao Liu

22 papers · 2018–2026 · 6 conferences · across top CS/AI conferences

Achievements

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+12 more ↓ 🌍 Conference Polyglot (6) 🧭 Keyword Pioneer πŸ—ΊοΈ Taxonomy Completionist (11) πŸŒ‰ Interdisciplinary Bridge πŸƒ Academic Marathon (7)
🌍 Conference Polyglot (6) πŸŒ‰ Interdisciplinary Bridge πŸ—ΊοΈ Taxonomy Completionist (11) πŸ† Keyword Champion (3) πŸ‘‘ Triple Crown πŸ† Grand Slam πŸ—ƒοΈ Keyword Collector (77) ⚑ Prolific Year (7) πŸš€ Conference Pioneer πŸ’Ž Century Club (20) πŸ”₯ Unstoppable (8) ❓ The Questioner

Conferences

NIPS (8) ICLR (5) AAAI (4) ACL (2) ICML (2) AISTATS (1)

Papers

Can Reasoning Path still be Effective as Input? Bridging Post-Reasoning to Chain-of-Thought Compression ACL 2026 MGT-Prism: Enhancing Domain Generalization for Machine-Generated Text Detection via Spectral Alignment AAAI 2026 AssembleFlow: Rigid Flow Matching with Inertial Frames for Molecular Assembly ICLR 2025 Does DetectGPT Fully Utilize Perturbation? Bridging Selective Perturbation to Fine-tuned Contrastive Learning Detector would be Better ACL 2024 CARE: a Benchmark Suite for the Classification and Retrieval of Enzymes NIPS 2024 Conversational Drug Editing Using Retrieval and Domain Feedback ICLR 2024 Improving Domain Generalization with Domain Relations ICLR 2024 Evaluating Self-Supervised Learning for Molecular Graph Embeddings NIPS 2023 Flaky Performances When Pretraining on Relational Databases (Student Abstract) AAAI 2023 Molecular Geometry Pretraining with SE(3)-Invariant Denoising Distance Matching ICLR 2023 GIMLET: A Unified Graph-Text Model for Instruction-Based Molecule Zero-Shot Learning NIPS 2023 Molecule Joint Auto-Encoding: Trajectory Pretraining with 2D and 3D Diffusion NIPS 2023 Symmetry-Informed Geometric Representation for Molecules, Proteins, and Crystalline Materials NIPS 2023 A Group Symmetric Stochastic Differential Equation Model for Molecule Multi-modal Pretraining ICML 2023 Structured Multi-task Learning for Molecular Property Prediction AISTATS 2022 Pre-training Molecular Graph Representation with 3D Geometry ICLR 2022 Neural Sentence Ordering Based on Constraint Graphs AAAI 2021 Learning to Navigate The Synthetically Accessible Chemical Space Using Reinforcement Learning ICML 2020 Bad Global Minima Exist and SGD Can Reach Them NIPS 2020 N-Gram Graph: Simple Unsupervised Representation for Graphs, with Applications to Molecules NIPS 2019 Loss-Balanced Task Weighting to Reduce Negative Transfer in Multi-Task Learning AAAI 2019 ATOMO: Communication-efficient Learning via Atomic Sparsification NIPS 2018