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Chang Zhou

47 papers · 2018–2026 · 13 conferences · across top CS/AI conferences

Achievements

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+12 more ↓ 🌍 Conference Polyglot (13) πŸƒ Academic Marathon (7) 🧭 Keyword Pioneer πŸŒ‰ Interdisciplinary Bridge 🐣 Hot Topic Early Bird
🧭 Keyword Pioneer 🐣 Hot Topic Early Bird πŸ—ΊοΈ Taxonomy Completionist (86) 🀝 Dynamic Duo (13) πŸ† Grand Slam 🧬 Topic Evolution πŸ’Ž Century Club (45) πŸš€ Conference Pioneer ⚑ Prolific Year (6) πŸ—ƒοΈ Keyword Collector (224) ❓ The Questioner (2) πŸ”₯ Unstoppable (8)

Conferences

ACL (14) AAAI (5) NIPS (5) ICML (4) EMNLP (3) ICCV (3) ICLR (3) IJCAI (3) CVPR (2) ECCV (2) IJCNLP (1) INTERSPEECH (1) NAACL (1)

Papers

Investigating Data Pruning for Pretraining Biological Foundation Models at Scale AAAI 2026 RMSAGen: Integrating Multiple Sequence Alignment for Function RNA Design AAAI 2026 Rationales Are Not Silver Bullets: Measuring the Impact of Rationales on Model Performance and Reliability ACL 2025 Self-play with Execution Feedback: Improving Instruction-following Capabilities of Large Language Models ICLR 2025 LLM Critics Help Catch Bugs in Mathematics: Towards a Better Mathematical Verifier with Natural Language Feedback ACL 2025 Crab: A Unified Audio-Visual Scene Understanding Model with Explicit Cooperation CVPR 2025 LM2Protein: A Structure-to-Token Protein Large Language Model EMNLP 2025 IW-Bench: Evaluating Large Multimodal Models for Converting Image-to-Web ACL 2025 DBPNet: Dual-Branch Parallel Network with Temporal-Frequency Fusion for Auditory Attention Detection IJCAI 2024 Sketch and Refine: Towards Fast and Accurate Lane Detection AAAI 2024 Controllable 3D Face Generation with Conditional Style Code Diffusion AAAI 2024 How Abilities in Large Language Models are Affected by Supervised Fine-tuning Data Composition ACL 2024 AIR-Bench: Benchmarking Large Audio-Language Models via Generative Comprehension ACL 2024 Large Language Models are Superpositions of All Characters: Attaining Arbitrary Role-play via Self-Alignment ACL 2024 Synthesizing Text-to-SQL Data from Weak and Strong LLMs ACL 2024 MuggleMath: Assessing the Impact of Query and Response Augmentation on Math Reasoning ACL 2024 Speculative Contrastive Decoding ACL 2024 Language Models can Evaluate Themselves via Probability Discrepancy ACL 2024 An Image is Worth 1/2 Tokens After Layer 2: Plug-and-Play Inference Acceleration for Large Vision-Language Models ECCV 2024 Can Large Language Models Always Solve Easy Problems if They Can Solve Harder Ones? EMNLP 2024 Predicting Rewards Alongside Tokens: Non-disruptive Parameter Insertion for Efficient Inference Intervention in Large Language Model EMNLP 2024 #InsTag: Instruction Tagging for Analyzing Supervised Fine-tuning of Large Language Models ICLR 2024 Training-Free Long-Context Scaling of Large Language Models ICML 2024 Routing to the Expert: Efficient Reward-guided Ensemble of Large Language Models NAACL 2024 Transferring General Multimodal Pretrained Models to Text Recognition ACL 2023 MMSpeech: Multi-modal Multi-task Encoder-Decoder Pre-training for speech recognition INTERSPEECH 2023 JOTR: 3D Joint Contrastive Learning with Transformers for Occluded Human Mesh Recovery ICCV 2023 TransHuman: A Transformer-based Human Representation for Generalizable Neural Human Rendering ICCV 2023 Prompt Tuning for Unified Multimodal Pretrained Models ACL 2023 Video Frame Interpolation with Densely Queried Bilateral Correlation IJCAI 2023 Global-to-Local Modeling for Video-Based 3D Human Pose and Shape Estimation CVPR 2023 Modality Competition: What Makes Joint Training of Multi-modal Network Fail in Deep Learning? (Provably) ICML 2022 OFA: Unifying Architectures, Tasks, and Modalities Through a Simple Sequence-to-Sequence Learning Framework ICML 2022 Respecting Transfer Gap in Knowledge Distillation NIPS 2022 Single Stage Virtual Try-On via Deformable Attention Flows ECCV 2022 UFC-BERT: Unifying Multi-Modal Controls for Conditional Image Synthesis NIPS 2021 Sketch and Refine: Towards Faithful and Informative Table-to-Text Generation IJCNLP 2021 Causal Attention for Unbiased Visual Recognition ICCV 2021 Learning to Rehearse in Long Sequence Memorization ICML 2021 CogView: Mastering Text-to-Image Generation via Transformers NIPS 2021 Sketch and Refine: Towards Faithful and Informative Table-to-Text Generation ACL 2021 CogLTX: Applying BERT to Long Texts NIPS 2020 Variational Autoencoders for Highly Multivariate Spatial Point Processes Intensities ICLR 2020 Deep Interest Evolution Network for Click-Through Rate Prediction AAAI 2019 Cognitive Graph for Multi-Hop Reading Comprehension at Scale ACL 2019 Learning Disentangled Representations for Recommendation NIPS 2019 Show and Tell More: Topic-Oriented Multi-Sentence Image Captioning IJCAI 2018