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Yiming Chen

28 papers · 2021–2026 · 10 conferences · across top CS/AI conferences

Achievements

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+10 more ↓ πŸƒ Academic Marathon (5) 🧭 Keyword Pioneer 🌍 Conference Polyglot (10) 🐝 Cross-Pollinator (7) 🌈 Renaissance Researcher (8)
🌈 Renaissance Researcher (8) πŸŒ‰ Interdisciplinary Bridge πŸ—ΊοΈ Taxonomy Completionist (58) πŸ† Grand Slam 🧬 Topic Evolution 🀝 Dynamic Duo (10) ⚑ Prolific Year (6) πŸ—ƒοΈ Keyword Collector (119) πŸ”₯ Unstoppable (5) πŸ’Ž Century Club (24)

Conferences

ACL (6) EMNLP (5) ICCV (4) NIPS (4) AAAI (3) ICML (2) CVPR (1) ECCV (1) ICLR (1) IJCNLP (1)

Papers

HalluAudio: A Comprehensive Benchmark for Hallucination Detection in Large Audio-Language Models ACL 2026 CodeJudgeBench: Benchmarking LLM-as-a-Judge for Coding Tasks ACL 2026 SSR-SAM: Retrieval-Style Segment Anything Model for Semi-Supervised Ultra-High-Resolution Image Segmentation AAAI 2026 NaturalSloth: Revisiting Denial-of-Service Attacks on Large Language Models ACL 2026 Benchmarking Large Language Models Under Data Contamination: A Survey from Static to Dynamic Evaluation EMNLP 2025 FDPT: Federated Discrete Prompt Tuning for Black-Box Visual-Language Models ICCV 2025 Enhancing Zeroth-order Fine-tuning for Language Models with Low-rank Structures ICLR 2025 Clink! Chop! Thud! - Learning Object Sounds from Real-World Interactions ICCV 2025 A Memory Efficient Randomized Subspace Optimization Method for Training Large Language Models ICML 2025 Beyond Single-Audio: Advancing Multi-Audio Processing in Audio Large Language Models EMNLP 2024 DreamMesh4D: Video-to-4D Generation with Sparse-Controlled Gaussian-Mesh Hybrid Representation NIPS 2024 Progressive Poisoned Data Isolation for Training-Time Backdoor Defense AAAI 2024 A Comprehensive Analysis of the Effectiveness of Large Language Models as Automatic Dialogue Evaluators AAAI 2024 Unveiling the Achilles’ Heel of NLG Evaluators: A Unified Adversarial Framework Driven by Large Language Models ACL 2024 Unveiling Privacy Risks in Stochastic Neural Networks Training: Effective Image Reconstruction from Gradients ECCV 2024 Effective Ambiguity Attack Against Passport-Based DNN Intellectual Property Protection Schemes Through Fully Connected Layer Substitution CVPR 2023 Dynamic Transformers Provide a False Sense of Efficiency ACL 2023 Generate, Discriminate and Contrast: A Semi-Supervised Sentence Representation Learning Framework EMNLP 2022 Analyzing and Evaluating Faithfulness in Dialogue Summarization EMNLP 2022 Revisiting Optimal Convergence Rate for Smooth and Non-convex Stochastic Decentralized Optimization NIPS 2022 Lower Bounds and Nearly Optimal Algorithms in Distributed Learning with Communication Compression NIPS 2022 DynaEval: Unifying Turn and Dialogue Level Evaluation ACL 2021 Accelerating Gossip SGD with Periodic Global Averaging ICML 2021 Bias Loss for Mobile Neural Networks ICCV 2021 DecentLaM: Decentralized Momentum SGD for Large-Batch Deep Training ICCV 2021 Revisiting Self-training for Few-shot Learning of Language Model EMNLP 2021 Exponential Graph is Provably Efficient for Decentralized Deep Training NIPS 2021 DynaEval: Unifying Turn and Dialogue Level Evaluation IJCNLP 2021