Publications

You can also find my articles on my Google Scholar profile.

First-Author Papers

1. Twins: Revisiting the design of spatial attention in vision transformers, NeurIPS21
2. Conditional Positional Encodings for Vision Transformers, ICLR23
3. VisionLLaMA: A Unified LLaMA Backbone for Vision Tasks, ECCV24
4. GPG: A simple and strong reinforcement learning baseline for model reasoning, ICLR26
5. MobileVLM: A Fast, Strong and Open Vision Language Assistant for Mobile Devices
6. MobileVLM V2: Faster and Stronger Baseline for Vision Language Model
7. FairNAS: Rethinking evaluation fairness of weight sharing neural architecture search, ICCV21
8. Fair DARTS: Eliminating unfair advantages in differentiable architecture search, ECCV20
9. DARTS-: Robustly stepping out of performance collapse without indicators, ICLR21
10. ROME: Robustifying memory-efficient NAS via topology disentanglement and gradients accumulation, ICCV23
11. Make RepVGG Greater Again: A Quantization-aware Approach, AAAI24
12. MixPATH: A unified approach for one-shot neural architecture search, ICCV23
13. USP: Unified self-supervised pretraining for image generation and understanding, ICCV25
14. Noisy differentiable architecture search, BMVC21
15. A Unified Mixture-View Framework for Unsupervised Representation Learning, BMVC22
16. Multi-objective reinforced evolution in mobile neural architecture search, ECCVW2020
17. Fast, accurate and lightweight super-resolution with neural architecture search, ICPR20
18. MoGA: Searching beyond MobileNetV3, ICASSP2020
19. Scarlet-NAS: Bridging the gap between stability and scalability in weight-sharing NAS, ICCVW21
20. Parameter sharing deep deterministic policy gradient for cooperative multi-agent reinforcement learning
21. Improved crowding distance for NSGA-II
22. Policy optimization with penalized point probability distance: An alternative to PPO

Collaborative Papers

1. Code2World: A GUI World Model via Renderable Code Generation
2. Harder Is Better: Boosting Mathematical Reasoning via Difficulty-Aware GRPO and Multi-Aspect Question Reformulation, ICLR26
3. Everything in Its Place: Benchmarking Spatial Intelligence of Text-to-Image Models, ICLR26
4. There is No VAE: End-to-End Pixel-Space Generative Modeling via Self-Supervised Pre-training, ICLR26
5. Video-star: Reinforcing open-vocabulary action recognition with tools, ICLR26
6. Tree search for LLM agent reinforcement learning, ICLR26
7. AutoDrive-R: Incentivizing Reasoning and Self-Reflection Capacity for VLA Model in Autonomous Driving, ICLR26
8. S-Guidance: Stochastic Self Guidance for Training-Free Enhancement of Diffusion Models, ICLR26
9. Narrlv: Towards a comprehensive narrative-centric evaluation for long video generation models, ICLR26
10. Ranking-aware Reinforcement Learning for Ordinal Ranking, ICASSP26
11. Latent Temporal Discrepancy as Motion Prior: A Loss-Weighting Strategy for Dynamic Fidelity in T2V, ICASSP26
12. Artifact-Aware Evaluation for High-Quality Video Generation, ICASSP26
13. TEXTS-Diff: TEXTS-Aware Diffusion Model for Real-World Text Image Super-Resolution, ICASSP26
14. Urban Socio-Semantic Segmentation with Vision-Language Reasoning
15. Thinking with Map: Reinforced Parallel Map-Augmented Agent for Geolocalization
16. Taming Preference Mode Collapse via Directional Decoupling Alignment in Diffusion Reinforcement Learning
17. Taming Hallucinations: Boosting MLLMs' Video Understanding via Counterfactual Video Generation
18. Eevee: Towards Close-up High-resolution Video-based Virtual Try-on
19. Semantic Context Matters: Improving Conditioning for Autoregressive Models
20. Where and What Matters: Sensitivity-Aware Task Vectors for Many-Shot Multimodal In-Context Learning, AAAI26
21. Scalar: Scale-wise controllable visual autoregressive learning, AAAI26
22. Omni-effects: Unified and spatially-controllable visual effects generation, AAAI26
23. AdaCuRL: Adaptive Curriculum Reinforcement Learning with Invalid Sample Mitigation and Historical Revisiting, AAAI26
24. ImagerySearch: Adaptive Test-Time Search for Video Generation Beyond Semantic Dependency Constraints, AAAI26
25. Intsr: An integrated generative framework for search and recommendation
26. From editor to dense geometry estimator
27. Ragsr: Regional attention guided diffusion for image super-resolution
28. Comprehensive Comparison Network: a framework for locality-aware, routes-comparable and interpretable route recommendation
29. Univg-r1: Reasoning guided universal visual grounding with reinforcement learning
30. Effective Probabilistic Time Series Forecasting with Fourier Adaptive Noise-Separated Diffusion
31. Flux-text: A simple and advanced diffusion transformer baseline for scene text editing
32. Position bias mitigates position bias: Mitigate position bias through inter-position knowledge distillation, EMNLP25 oral
33. HS-STAR: Hierarchical Sampling for Self-Taught Reasoners via Difficulty Estimation and Budget Reallocation, EMNLP25 oral
34. UPRE: Zero-Shot Domain Adaptation for Object Detection via Unified Prompt and Representation Enhancement, ICCV25
35. VMBench: A Benchmark for Perception-Aligned Video Motion Generation, ICCV25
36. LD-RPS: Zero-Shot Unified Image Restoration via Latent Diffusion Recurrent Posterior Sampling, ICCV25
37. FingER: Content Aware Fine-grained Evaluation with Reasoning for AI-Generated Videos, ACM MM25
38. Dyn-Adapter: Towards Disentangled Representation for Efficient Visual Recognition, ECCV24
39. Revealing the Dark Secrets of Extremely Large Kernel ConvNets on Robustness, ICML24
40. PeLK: Parameter-efficient Large Kernel ConvNets with Peripheral Convolution, CVPR24
41. LiDAR-PTQ: Post-Training Quantization for Point Cloud 3D Object Detection, ICLR24
42. Norm Tweaking: High-performance Low-bit Quantization of Large Language Models, AAAI24
43. YOLOv6: A single-stage object detection framework for industrial applications, arXiv
44. A Speed Odyssey for Deployable Quantization of LLMs
45. FPTQ: Fine-grained Post-Training Quantization for Large Language Models
46. Lenna: Language Enhanced Reasoning Detection Assistant, ICASSP25
47. SCTNet: Single Branch CNN with Transformer Semantic Information for Real-time Segmentation, AAAI24
48. PromptDet: Towards open-vocabulary detection using uncurated images, ECCV22
49. SegViT: Semantic segmentation with plain vision transformers, NeurIPS22
50. Fully convolutional one-stage 3D object detection on LiDAR range images, NeurIPS22
51. Modeling Motion with Multi-Modal Features for Text-Based Video Segmentation, CVPR22
52. AeDet: Azimuth-invariant multi-view 3D object detection, CVPR23
53. EAPruning: Evolutionary Pruning for Vision Transformers and CNNs, BMVC22
54. AutoKWS: Keyword Spotting with Differentiable Architecture Search, ICASSP21
55. Neural Architecture Search on Acoustic Scene Classification, InterSpeech20
56. Accurate and efficient single image super-resolution with matrix channel attention network, ACCV20
57. STRETCH meat grinder with ICCOS, IEEE Transactions on Plasma Science
58. Comparisons of three inductive pulse power supplies, IEEE Transactions on Plasma Science
59. FastPillars: A Deployment-friendly Pillar-based 3D Detector, IEEE TCSVT
60. Next Token Is Enough: Realistic Image Quality and Aesthetic Scoring with Multimodal Large Language Model
61. Preference Alignment for Diffusion Model via Explicit Denoised Distribution Estimation
62. Mmgenbench: Evaluating the limits of LMMs from the text-to-image generation perspective
63. FlowDreamer: exploring high fidelity text-to-3D generation via rectified flow
64. PLUG: Revisiting Amodal Segmentation with Foundation Model and Hierarchical Focus, CVPR25
65. Adafedfr: Federated face recognition with adaptive inter-class representation learning
66. DSFNet: Learning Disentangled Scenario Factorization for Multi-Scenario Route Ranking, WWW25
67. Masked Autoencoders Are Robust Neural Architecture Search Learners
68. Efficientrep: an efficient repvgg-style convnets with hardware-aware neural network design
69. Yolov6 v3.0: A full-scale reloading
70. DAAS: Differentiable architecture and augmentation policy search
71. Cctrans: Simplifying and improving crowd counting with transformer